source('https://raw.githubusercontent.com/joshua-d-campbell/utilities/master/R/mut_utils.R')
source('https://raw.githubusercontent.com/joshua-d-campbell/utilities/master/R/lm_utils.R')
library(gridExtra)
library(ggplot2)
library(dplyr)
library(knitr)
library(kableExtra)
## Warning in !is.null(rmarkdown::metadata$output) && rmarkdown::metadata$output
## %in% : 'length(x) = 3 > 1' in coercion to 'logical(1)'
library(ggrepel)
library(tidyverse)
library(tidyr)
library(reshape2)
Align datafiles by samples and genes.
## Read data files
setwd('/Users/owensanborn/Documents/R Studio/Achilles_Analysis/Data')
sample.info <- read.csv("../../Achilles_Analysis/Data/sample_info.csv",
header=TRUE, stringsAsFactors=FALSE, row.names = 1, check.names=FALSE)
sample.info$DepMap_ID <- rownames(sample.info)
absolute <- read.table("../../Achilles_Analysis/Data/CCLE_combined.table.txt",
header = TRUE, sep = "\t", row.names=1)
crispr <- read.csv("../../Achilles_Analysis/Data/CRISPR_gene_effect.csv",
header=TRUE, stringsAsFactors=FALSE, row.names = 1, check.names=FALSE)
colnames(crispr) <- gsub(" \\(.*\\)", "", colnames(crispr))
crispr.t <- t(as.matrix(crispr))
## Subset cell lines by WGD and define KIF18A sensitivity phenotype from CRISPR gene effect data
absolute.wgd <- subset(absolute, Genome.doublings > 0)
sample.info.wgd <- subset(sample.info, CCLE_Name %in% absolute.wgd$sample & DepMap_ID %in% colnames(crispr.t))
KIF18A_Status <- select(crispr, KIF18A)
KIF18A_Status$Status <- factor(ifelse(KIF18A_Status$KIF18A > -1, 'insens', 'sens'),
levels = c('insens', 'sens'))
KIF18A_Status <- KIF18A_Status[sample.info.wgd$DepMap_ID,]
##Get DepMap_IDs for cancer types and create KIF18A sensitivity phenotype tables used for analysis
id.all <- sample.info.wgd$DepMap_ID
All_Status <- subset(KIF18A_Status, rownames(KIF18A_Status) %in% id.all)
subtypes <- list("NSCLC", "exocrine", "glioma", "esophagus_squamous", "ovary_adenocarcinoma", "colorectal_adenocarcinoma", "melanoma", "upper_aerodigestive_squamous", "gastric_adenocarcinoma", "bladder_carcinoma", "hepatocellular_carcinoma", "Breast_cancers", "SCLC")
##Combine breast cancer cell lines
sample.info.wgd$lineage_subtype <- gsub(c("breast_adenocarcinoma|breast_carcinoma|breast_ductal_carcinoma"),
"Breast_cancers", sample.info.wgd$lineage_subtype)
create_lists <- function(sample_info, KIF18A_Status, tumor_types) {
result <- list()
for (tumor_type in tumor_types) {
ids <- sample_info$DepMap_ID[sample_info$lineage_subtype %in% tumor_type]
status_df <- subset(KIF18A_Status, rownames(KIF18A_Status) %in% ids)
result[[paste("ID_List", tumor_type, sep = "_")]] <- ids
result[[paste("Status_DF", tumor_type, sep = "_")]] <- status_df
}
return(result)
}
res.ids <- create_lists(sample.info.wgd, KIF18A_Status, subtypes)
For each gene -1 was used as the cutoff to be essential. Completed for all, breast cancers, and NSCLC WGD cell lines. KIF18A sensitive: gene effect score < -1. KIF18A insensitive: gene effect score > -1. Fisher exact test used for downstream analysis.
setwd('/Users/owensanborn/Documents/R Studio/Achilles_Analysis/Data')
enrich <- function(data, pheno, cutoff = -1) {
require(pROC)
##Adds one sample to each FET contingency to correct for 0 inhibiting odds ratio calculation
x = data.frame(KIF18A = c(-2, -2, 2, 2), Status = c("sens", "sens", "insens", "insens"))
rownames(x) = c("s1", "s2", "s3", "s4")
pheno.i <- rbind(pheno, x)
data.i <- as.data.frame(data)
data.i$s1 <- -2
data.i$s2 <- 2
data.i$s3 <- -2
data.i$s4 <- 2
data.i <- as.matrix(data.i)
print(levels(pheno$Status))
##Perform Fisher Exact Test and Wilcoxon Rank Sum Test
res.fet.full = fet(data.i < cutoff, pheno.i$Status, reorder=FALSE)
colnames(res.fet.full) = paste0("FET_", colnames(res.fet.full))
res.wilcox.full = wilcoxon(data, pheno$Status, sort=FALSE)
colnames(res.wilcox.full) = paste0("Wilcoxon_", colnames(res.wilcox.full))
data.select = rowSums(data < cutoff) > 4
fet.select.fdr = res.fet.full$FET_Pvalue
fet.select.fdr[!data.select] = NA
fet.select.fdr = p.adjust(fet.select.fdr, 'fdr')
wilcox.select.fdr = res.wilcox.full$Wilcoxon_Pvalue
wilcox.select.fdr[!data.select] = NA
wilcox.select.fdr = p.adjust(wilcox.select.fdr, 'fdr')
res = data.frame(res.fet.full, "FET_FDR_Filter"=fet.select.fdr, res.wilcox.full, "Wilcoxon_FDR_Filter"=wilcox.select.fdr)
colnames(res)[1] <- "Gene"
colnames(res) <- gsub("_Wt_", "_NonDependent_", colnames(res))
colnames(res) <- gsub("_Mutated_", "_Dependent_", colnames(res))
#Cohen's d standardization for Wilcoxon effect size
insens <- sum(pheno$Status == "insens")
sens <- sum(pheno$Status == "sens")
sd_pooled <- sqrt(((insens - 1)*var(res$Wilcoxon_insens_Media) + (sens-1)* var(res$Wilcoxon_sens_Media))/(insens + sens - 2))
res$Wilcoxon_Effect <- (res$Wilcoxon_insens_Median-res$Wilcoxon_sens_Median)/sd_pooled
return(res)
}
results <- list()
# Iterate over the tumor types
for (tumor_type in subtypes) {
id_list_name <- paste("ID_List", tumor_type, sep = "_")
status_df_name <- paste("Status_DF", tumor_type, sep = "_")
ids <- res.ids[[id_list_name]]
status_df <- res.ids[[status_df_name]]
# Perform the function using the subset columns and status dataframe
result <- enrich(crispr.t[, ids], status_df)
# Store the result in the list using the tumor type as the key
results[[tumor_type]] <- result
}
Enriched for essentiality in KIF18A sensitive: blue = log(odds ratio) > 0 Enriched for essentiality in KIF18A insensitive: red = log(odds ratio) < 0
volcano_fet <- function(data, n, title, subtitle) {
data <- data[!data$Gene == 'KIF18A', ]
#Define lowest p value genes at +/- odds ratios
up.n <- head(arrange(subset(data, FET_OR > 1),
subset(data, FET_OR > 1)$FET_Pvalue), n)$Gene
down.n <-head(arrange(subset(data, FET_OR < 1),
subset(data, FET_OR < 1)$FET_Pvalue), n)$Gene
data$label <- data$Gene
data$label <- ifelse(data$label %in% c(up.n, down.n), data$label, "")
data$Hits <- ifelse(data$label %in% up.n, "red",
ifelse(data$label %in% down.n, "blue", "black"))
ymax <- ceiling(max(abs(log(data$FET_Pvalue))))
xmax <- plyr::round_any(max(abs(-log(data$FET_OR))), 0.25, ceiling)
plot <- ggplot(data, aes(x= log(FET_OR), y = -log(FET_Pvalue), label = label)) +
coord_cartesian(ylim=c(0, ymax), xlim= c(-xmax, xmax), clip="off") +
geom_point(aes(color= Hits), size = 1, alpha=0.8) +
geom_label_repel( size = 3, force = 10, max.overlaps = 100000) +
scale_color_manual(values=c("black","blue", "red")) +
theme_bw() + theme(legend.position="none") +
theme(panel.grid = element_blank())+
xlab("Log odds ratio") + ylab(expression("-Log"[10]*"(P-value)")) +
labs(title =title, subtitle=subtitle)+
annotate("Text", x = xmax/2, y=-1.2, label = "KIF18A sensitive")+
annotate("Text", x = -xmax/2, y=-1.2, label = "KIF18A insensitive")
return(plot)
}
for (tumor_type in subtypes) {
result <- results[[tumor_type]]
cat('## ', tumor_type, ' {.tabset} \n\n')
print(volcano_fet(result, 25,"Essentiality Enrichment: FET", tumor_type ))
cat(" \n\n")
}
cat(" \n\n")
This is descriptive of the absolute differences between KIF18A sensitive and insensitive cell line Cohen’s d method used for standardization of effect size Enriched for essentiality in KIF18A sensitive: blue = Cohen’s d > 0 Enriched for essentiality in KIF18A insensitive: red = Cohen’s d < 0
volcano_Wil <- function(data, n, title, subtitle) {
data <- data[!data$Gene == 'KIF18A', ]
#Define lowest p value genes at +/- Cohen's D effect size
down.n <- head(arrange(subset(data, Wilcoxon_Effect > 0.25),
subset(data, Wilcoxon_Effect > 0.25)$Wilcoxon_Pvalue), n)$Gene
up.n <-head(arrange(subset(data, Wilcoxon_Effect < -0.25),
subset(data, Wilcoxon_Effect < -0.25)$Wilcoxon_Pvalue), n)$Gene
data$label <- data$Gene
data$label <- ifelse(data$label %in% c(up.n, down.n), data$label, "")
data$Hits <- ifelse(data$label %in% up.n, "red",
ifelse(data$label %in% down.n, "blue", "black"))
ymax <- ceiling(max(abs(log(data$Wilcoxon_Pvalue))))
xmax <- plyr::round_any(max(abs(data$Wilcoxon_Effect)), 0.1, ceiling)
plot <- ggplot(data, aes(x= Wilcoxon_Effect, y = -log(Wilcoxon_Pvalue), label = label)) +
coord_cartesian(ylim=c(0, ymax), xlim= c(-xmax, xmax), clip="off")+
geom_point(aes(color= Hits), size = 1, alpha=.8) +
geom_label_repel( size = 3, force = 10, max.overlaps = 100000) +
scale_color_manual(values=c("black","blue", "red")) +
theme_bw() + theme(legend.position="none") +
#geom_vline(xintercept = 0, lty=2, color="black")
theme(panel.grid = element_blank())+
xlab("Wilcoxon Effect Size") + ylab(expression("-Log"[10]*"(P-value)")) +
labs(title =title, subtitle=subtitle)+
annotate("Text", x = xmax/2, y=-1.2, label = "KIF18A sensitive")+
annotate("Text", x = -xmax/2, y=-1.2, label = "KIF18A insensitive")
return(plot)
}
for (tumor_type in subtypes) {
result <- results[[tumor_type]]
cat('## ', tumor_type, ' {.tabset} \n\n')
print(volcano_Wil(result, 25, "Essentiality Enrichment: Wilcoxon", tumor_type ))
cat(" \n\n")
}
cat(" \n\n")
FET analysis hits (p<0.05) are red Wilcoxon analysis hits (p<0.05) are blue Genes found to huts by both analysis are black.
FET_Wil <- function(data, n, title, subtitle) {
data <- data[!data$Gene == 'KIF18A', ]
data$label <- data$Gene
label.fet <- subset(data, FET_Pvalue <= 0.05)$Gene
label.wil <- subset(data, Wilcoxon_Pvalue <= 0.05)$Gene
label.merge <- intersect(label.fet, label.wil)
data$label <- ifelse(data$label %in% label.merge, data$label, "")
data$color <- ifelse(data$Gene %in% as.vector(label.merge), "black",
ifelse(data$Gene %in% as.vector(label.fet), "blue",
ifelse(data$Gene %in% as.vector(label.wil), "red", "grey")))
ymax <- ceiling(max(abs(log(data$FET_OR))))
xmax <- plyr::round_any(max(abs(data$Wilcoxon_Effect)), 0.25, ceiling)
plot <- ggplot(data = data, aes(x= Wilcoxon_Effect, y= log(FET_OR), label=label))+
geom_point(aes(color=color), size = 1, alpha=.8) +
scale_color_manual(values=c("black", "blue", "grey", "red")) +
geom_label_repel( size = 3, force = 10, max.overlaps = 100000)+
theme_bw() + theme(legend.position="none") +
geom_vline(xintercept = 0, lty=2, color="black")+
geom_hline(yintercept = 0, lty=2, color="black")+
theme(panel.grid = element_blank())+
xlab("Wilcoxon Effect Size") + ylab(expression("FET Log Odds Ratio")) +
labs(title =title, subtitle=subtitle)+
coord_cartesian(ylim=c(-ymax, ymax), xlim= c(-xmax, xmax), clip="off")
return(plot)
}
for (tumor_type in subtypes) {
result <- results[[tumor_type]]
cat('## ', tumor_type, ' {.tabset} \n\n')
print(FET_Wil(result, 25, "Overlap of FET and Wilcoxon", tumor_type ))
cat(" \n\n")
}
cat(" \n\n")
Score indicated count of time the gene appears as a hit in FET and wilcoxon analysis in the cancer types examined (all cancers together, breast cancers, NSCLC, melanoma)
hits_list_multiple <- function(df_list, direction) {
combined_sens <- data.frame(Gene = character(), Count = numeric(),
stringsAsFactors = FALSE)
combined_insens <- data.frame(Gene = character(), Count = numeric(),
stringsAsFactors = FALSE)
for (df in df_list) {
df <- df[!df$Gene == 'KIF18A', ]
FET_sens_genes <- df$Gene[df$FET_OR > 1 & df$FET_Pvalue < 0.05]
FET_insens_genes <- df$Gene[df$FET_OR < 1 & df$FET_Pvalue < 0.05]
Wil_sens_genes <- df$Gene[df$Wilcoxon_Effect > 0 & df$Wilcoxon_Pvalue < 0.05]
Wil_insens_genes <- df$Gene[df$Wilcoxon_Effect < 0 & df$Wilcoxon_Pvalue < 0.05]
sens_genes <- c(FET_sens_genes, Wil_sens_genes)
insens_genes <- c(FET_insens_genes, Wil_insens_genes)
sens_counts <- table(sens_genes)
insens_counts <- table(insens_genes)
combined_sens <- rbind(combined_sens, data.frame(Gene = names(sens_counts),
Score = as.numeric(sens_counts),
stringsAsFactors = FALSE))
combined_insens <- rbind(combined_insens, data.frame(Gene = names(insens_counts),
Score = as.numeric(insens_counts),
stringsAsFactors = FALSE))
}
aggregated_sens <- aggregate(Score ~ Gene, combined_sens, sum)
aggregated_insens <- aggregate(Score ~ Gene, combined_insens, sum)
aggregated_sens <- aggregated_sens[order(-aggregated_sens$Score), ]
aggregated_insens <- aggregated_insens[order(-aggregated_insens$Score), ]
return(list("Associated with KIF18A Sensitivity" = aggregated_sens,
"Associated with KIF18A Insensitivity" = aggregated_insens))
}
result <- hits_list_multiple(results)
sensitive_genes <- result$`Associated with KIF18A Sensitivity`
sensitive_genes <- sensitive_genes[order(-as.numeric(sensitive_genes$Score)), ]
rownames(sensitive_genes) <- NULL
cat("Associated with KIF18A Sensitivity:\n")
Associated with KIF18A Sensitivity:
kable(sensitive_genes, format = "html", col.names = c("Gene", "Score")) %>%
kable_styling(full_width = FALSE) %>%
scroll_box(width = "100%", height = "300px")
| Gene | Score |
|---|---|
| RAC1 | 5 |
| DAZAP1 | 4 |
| DYNC1LI1 | 4 |
| NOP9 | 4 |
| SGO1 | 4 |
| SKA1 | 4 |
| VDAC3 | 4 |
| ABCE1 | 3 |
| AEBP1 | 3 |
| ATP6AP2 | 3 |
| ATP6V1C1 | 3 |
| ATXN7L3B | 3 |
| C1orf52 | 3 |
| C1QA | 3 |
| CAMKV | 3 |
| CAND1 | 3 |
| CENPT | 3 |
| CPTP | 3 |
| CSNK1A1 | 3 |
| CYP8B1 | 3 |
| DRG2 | 3 |
| EDC4 | 3 |
| FANCA | 3 |
| FANCL | 3 |
| FASN | 3 |
| FBXW11 | 3 |
| GGPS1 | 3 |
| HAGH | 3 |
| HEBP1 | 3 |
| HECTD3 | 3 |
| HHLA3 | 3 |
| HNRNPH1 | 3 |
| IFT22 | 3 |
| LACC1 | 3 |
| LIN28A | 3 |
| LNPEP | 3 |
| LRRC72 | 3 |
| MAGEA12 | 3 |
| MEN1 | 3 |
| MFNG | 3 |
| MTREX | 3 |
| NSL1 | 3 |
| NUP58 | 3 |
| PES1 | 3 |
| PTPN23 | 3 |
| PYROXD2 | 3 |
| QSER1 | 3 |
| RABGGTB | 3 |
| REG4 | 3 |
| RNFT1 | 3 |
| RTL4 | 3 |
| SKA3 | 3 |
| SLC25A51 | 3 |
| SNAP23 | 3 |
| SON | 3 |
| SPINK8 | 3 |
| SS18L1 | 3 |
| SSNA1 | 3 |
| STX8 | 3 |
| SYCE2 | 3 |
| TBL3 | 3 |
| TXN | 3 |
| UBA1 | 3 |
| UBE2C | 3 |
| UBE2G2 | 3 |
| UBE2L3 | 3 |
| UBE2S | 3 |
| UNC13C | 3 |
| UROD | 3 |
| WDHD1 | 3 |
| WRAP53 | 3 |
| XRN2 | 3 |
| YOD1 | 3 |
| ZAR1L | 3 |
| ZFP36L1 | 3 |
| ZNF286A | 3 |
| ZNF782 | 3 |
| ABLIM3 | 2 |
| ACAA1 | 2 |
| ACAN | 2 |
| ACAP1 | 2 |
| ACOT12 | 2 |
| ACSL3 | 2 |
| ADAM30 | 2 |
| ADGRL2 | 2 |
| ADH6 | 2 |
| AFF4 | 2 |
| AGAP1 | 2 |
| AGPS | 2 |
| AHSP | 2 |
| AKAP1 | 2 |
| AKAP10 | 2 |
| AKR7A3 | 2 |
| ALDH3A1 | 2 |
| ALG10B | 2 |
| ALOX15B | 2 |
| AMIGO1 | 2 |
| AMMECR1 | 2 |
| AMPH | 2 |
| ANKFY1 | 2 |
| ANKRD13A | 2 |
| APC | 2 |
| AQP4 | 2 |
| ARHGAP23 | 2 |
| ARHGAP25 | 2 |
| ARHGAP44 | 2 |
| ARHGEF12 | 2 |
| ARHGEF15 | 2 |
| ARL11 | 2 |
| ARL2 | 2 |
| ARL6IP1 | 2 |
| ARNTL2 | 2 |
| ARPC4 | 2 |
| ASB12 | 2 |
| ASCL4 | 2 |
| ASL | 2 |
| ASPDH | 2 |
| ATAD3A | 2 |
| ATF4 | 2 |
| ATP1B2 | 2 |
| ATP2A1 | 2 |
| ATP2A3 | 2 |
| ATP6AP1 | 2 |
| ATP6V1F | 2 |
| ATPAF2 | 2 |
| ATR | 2 |
| AXIN2 | 2 |
| B4GALNT1 | 2 |
| B4GALT7 | 2 |
| BCAR3 | 2 |
| BCHE | 2 |
| BCL7B | 2 |
| BCORL1 | 2 |
| BDNF | 2 |
| BLZF1 | 2 |
| BMERB1 | 2 |
| BMPR2 | 2 |
| BORA | 2 |
| BORCS5 | 2 |
| BORCS6 | 2 |
| BTBD7 | 2 |
| C18orf32 | 2 |
| C1orf109 | 2 |
| C9orf153 | 2 |
| CABIN1 | 2 |
| CALHM4 | 2 |
| CAMK1D | 2 |
| CAMSAP1 | 2 |
| CAPNS1 | 2 |
| CBLL2 | 2 |
| CBY2 | 2 |
| CCDC124 | 2 |
| CCDC144A | 2 |
| CCDC157 | 2 |
| CCDC51 | 2 |
| CCN2 | 2 |
| CCNI2 | 2 |
| CCNK | 2 |
| CCR9 | 2 |
| CD163 | 2 |
| CD1A | 2 |
| CD46 | 2 |
| CDC37L1 | 2 |
| CDH7 | 2 |
| CDIN1 | 2 |
| CDKAL1 | 2 |
| CDX1 | 2 |
| CEMP1 | 2 |
| CES1 | 2 |
| CES2 | 2 |
| CETN2 | 2 |
| CFAP410 | 2 |
| CFAP52 | 2 |
| CFAP61 | 2 |
| CFLAR | 2 |
| CHDH | 2 |
| CHTF8 | 2 |
| CIAO1 | 2 |
| CIAO2B | 2 |
| CKAP5 | 2 |
| CLDN3 | 2 |
| CLDN6 | 2 |
| CLDN7 | 2 |
| CLEC2A | 2 |
| CLEC4A | 2 |
| CLINT1 | 2 |
| CLIP2 | 2 |
| CLIP3 | 2 |
| CLPP | 2 |
| CLSTN3 | 2 |
| CLUAP1 | 2 |
| CMTM4 | 2 |
| COL4A6 | 2 |
| COPS4 | 2 |
| CRYZ | 2 |
| CSRNP3 | 2 |
| CTPS1 | 2 |
| CTSS | 2 |
| CUX2 | 2 |
| CXXC5 | 2 |
| CYB5D2 | 2 |
| CYFIP1 | 2 |
| CYGB | 2 |
| CYP7A1 | 2 |
| DAB1 | 2 |
| DACH1 | 2 |
| DACT3 | 2 |
| DAPK1 | 2 |
| DBF4B | 2 |
| DCAF6 | 2 |
| DCP2 | 2 |
| DCTN5 | 2 |
| DDOST | 2 |
| DDX11 | 2 |
| DDX17 | 2 |
| DECR1 | 2 |
| DENND5B | 2 |
| DGCR8 | 2 |
| DHH | 2 |
| DHRS13 | 2 |
| DIABLO | 2 |
| DLD | 2 |
| DMAP1 | 2 |
| DMRTB1 | 2 |
| DMTF1 | 2 |
| DNAAF11 | 2 |
| DNAH14 | 2 |
| DNAI7 | 2 |
| DNER | 2 |
| DNMT3B | 2 |
| DPP8 | 2 |
| DPP9 | 2 |
| DRG1 | 2 |
| DSCC1 | 2 |
| DUSP18 | 2 |
| DYNLRB1 | 2 |
| E2F4 | 2 |
| ECPAS | 2 |
| ECT2 | 2 |
| EFNB3 | 2 |
| EGFL7 | 2 |
| EGLN1 | 2 |
| EIF2AK1 | 2 |
| EIF4E3 | 2 |
| EIF4G2 | 2 |
| ELAVL4 | 2 |
| ELK1 | 2 |
| ELMOD1 | 2 |
| EMC6 | 2 |
| EMC7 | 2 |
| EMD | 2 |
| ENO1 | 2 |
| EP400 | 2 |
| EQTN | 2 |
| ERGIC2 | 2 |
| ERGIC3 | 2 |
| ERI3 | 2 |
| ERLEC1 | 2 |
| ESCO2 | 2 |
| ETS2 | 2 |
| EWSR1 | 2 |
| FABP3 | 2 |
| FAHD2B | 2 |
| FAM102B | 2 |
| FAM120A | 2 |
| FAM162B | 2 |
| FAM170A | 2 |
| FAM174A | 2 |
| FAM219A | 2 |
| FAM83G | 2 |
| FAM89B | 2 |
| FEN1 | 2 |
| FGGY | 2 |
| FKBP14 | 2 |
| FLT3LG | 2 |
| FOXD3 | 2 |
| FOXM1 | 2 |
| FOXN2 | 2 |
| FRMD4B | 2 |
| FSHB | 2 |
| FSTL1 | 2 |
| FSTL3 | 2 |
| FUT11 | 2 |
| GAD1 | 2 |
| GATA1 | 2 |
| GATAD2A | 2 |
| GCDH | 2 |
| GCNT4 | 2 |
| GEMIN6 | 2 |
| GFAP | 2 |
| GGT6 | 2 |
| GJB1 | 2 |
| GLOD4 | 2 |
| GMEB1 | 2 |
| GMFB | 2 |
| GNA12 | 2 |
| GNB3 | 2 |
| GPR174 | 2 |
| GPR183 | 2 |
| GRAP2 | 2 |
| GRHL2 | 2 |
| GTF3C3 | 2 |
| H2AZ2 | 2 |
| H2BW1 | 2 |
| HAL | 2 |
| HAP1 | 2 |
| HCAR2 | 2 |
| HDAC6 | 2 |
| HDGFL2 | 2 |
| HELLS | 2 |
| HESX1 | 2 |
| HEY2 | 2 |
| HIF1AN | 2 |
| HIGD1C | 2 |
| HMGA2 | 2 |
| HMOX1 | 2 |
| HMOX2 | 2 |
| HNRNPK | 2 |
| HNRNPL | 2 |
| HOXA6 | 2 |
| HOXA9 | 2 |
| HS1BP3 | 2 |
| HSPA4 | 2 |
| HTRA1 | 2 |
| HYAL4 | 2 |
| IARS2 | 2 |
| IDH3A | 2 |
| IFIT1B | 2 |
| IL36A | 2 |
| IL9 | 2 |
| ILK | 2 |
| IMMP1L | 2 |
| INPP1 | 2 |
| INPP5K | 2 |
| INSIG1 | 2 |
| INTS2 | 2 |
| IPO11 | 2 |
| IPO13 | 2 |
| IQCF1 | 2 |
| IQCF2 | 2 |
| IQCF5 | 2 |
| IQCF6 | 2 |
| IQCK | 2 |
| IRGM | 2 |
| ISM2 | 2 |
| ITGB3BP | 2 |
| ITGB4 | 2 |
| KANSL1 | 2 |
| KCNC3 | 2 |
| KCNG3 | 2 |
| KCNH2 | 2 |
| KCTD10 | 2 |
| KCTD7 | 2 |
| KDSR | 2 |
| KIAA0100 | 2 |
| KIAA1143 | 2 |
| KIF18B | 2 |
| KIF3C | 2 |
| KLHL21 | 2 |
| KLHL29 | 2 |
| LAG3 | 2 |
| LAGE3 | 2 |
| LAMB4 | 2 |
| LARP1B | 2 |
| LBX2 | 2 |
| LEAP2 | 2 |
| LEFTY1 | 2 |
| LGR5 | 2 |
| LIN7C | 2 |
| LIN9 | 2 |
| LINC02693 | 2 |
| LIPM | 2 |
| LLGL2 | 2 |
| LMF2 | 2 |
| LRP8 | 2 |
| LRRC25 | 2 |
| LRRC32 | 2 |
| LRRC8A | 2 |
| LRRC8E | 2 |
| LSM1 | 2 |
| LSM12 | 2 |
| LSM6 | 2 |
| LSM7 | 2 |
| LTA | 2 |
| LYL1 | 2 |
| MACROD1 | 2 |
| MAGEC1 | 2 |
| MAGEC3 | 2 |
| MAMLD1 | 2 |
| MAN1A2 | 2 |
| MAPRE1 | 2 |
| MASP2 | 2 |
| MAST2 | 2 |
| MC4R | 2 |
| MCTP1 | 2 |
| MDC1 | 2 |
| MEAK7 | 2 |
| MEST | 2 |
| MET | 2 |
| METTL18 | 2 |
| MFSD5 | 2 |
| MINAR2 | 2 |
| MINDY3 | 2 |
| MINK1 | 2 |
| MPRIP | 2 |
| MSANTD1 | 2 |
| MSH5 | 2 |
| MTA3 | 2 |
| MYH13 | 2 |
| MYL7 | 2 |
| MYLIP | 2 |
| MYOZ1 | 2 |
| NAA38 | 2 |
| NACA2 | 2 |
| NAT1 | 2 |
| NCOA6 | 2 |
| NDC1 | 2 |
| NDUFS4 | 2 |
| NEK4 | 2 |
| NFIA | 2 |
| NISCH | 2 |
| NLGN2 | 2 |
| NLRP1 | 2 |
| NME1 | 2 |
| NPRL2 | 2 |
| NRK | 2 |
| NSUN6 | 2 |
| NUCKS1 | 2 |
| NUDCD3 | 2 |
| NUP35 | 2 |
| NXNL1 | 2 |
| NXPH4 | 2 |
| OPTN | 2 |
| OSBPL8 | 2 |
| OTOP3 | 2 |
| P2RX2 | 2 |
| PABPC1 | 2 |
| PAGE4 | 2 |
| PANK4 | 2 |
| PBDC1 | 2 |
| PCDHA5 | 2 |
| PCDHB13 | 2 |
| PCDHGA7 | 2 |
| PDS5B | 2 |
| PFN1 | 2 |
| PGBD2 | 2 |
| PGLS | 2 |
| PGPEP1L | 2 |
| PHF1 | 2 |
| PHF14 | 2 |
| PHF21B | 2 |
| PHF23 | 2 |
| PIGM | 2 |
| PILRB | 2 |
| PITPNM3 | 2 |
| PLD6 | 2 |
| PLEKHA5 | 2 |
| PLLP | 2 |
| PLPP2 | 2 |
| PLPP5 | 2 |
| POLD3 | 2 |
| POLE3 | 2 |
| POLE4 | 2 |
| POLR1A | 2 |
| POLR3A | 2 |
| POLR3B | 2 |
| PON3 | 2 |
| POTEI | 2 |
| PPAN | 2 |
| PPIL4 | 2 |
| PPP1R15A | 2 |
| PPP1R26 | 2 |
| PPP1R3G | 2 |
| PPP1R7 | 2 |
| PPP2CA | 2 |
| PPP3R1 | 2 |
| PRDM13 | 2 |
| PRDM16 | 2 |
| PREB | 2 |
| PRKCD | 2 |
| PRLHR | 2 |
| PRPS2 | 2 |
| PRTFDC1 | 2 |
| PRTN3 | 2 |
| PSG1 | 2 |
| PSMB2 | 2 |
| PSMB7 | 2 |
| PSMD13 | 2 |
| PSMD4 | 2 |
| PSMD7 | 2 |
| PSORS1C1 | 2 |
| PTGFRN | 2 |
| PTGS2 | 2 |
| PYY | 2 |
| RAB19 | 2 |
| RAB22A | 2 |
| RAB33A | 2 |
| RAB3A | 2 |
| RAB3IP | 2 |
| RAD23B | 2 |
| RAD54L2 | 2 |
| RAN | 2 |
| RAP1GDS1 | 2 |
| RASSF1 | 2 |
| RBMX2 | 2 |
| RBP1 | 2 |
| RCC1 | 2 |
| RCOR2 | 2 |
| RGS10 | 2 |
| RGS12 | 2 |
| RHBDL3 | 2 |
| RHOB | 2 |
| RHOT1 | 2 |
| RHOU | 2 |
| RIPPLY3 | 2 |
| RMDN2 | 2 |
| RNASEH2C | 2 |
| RND3 | 2 |
| RNF113B | 2 |
| RNF43 | 2 |
| RNPS1 | 2 |
| RPEL1 | 2 |
| RPGR | 2 |
| RPL14 | 2 |
| RPP14 | 2 |
| RRAGB | 2 |
| RTN2 | 2 |
| SCAF1 | 2 |
| SCNN1A | 2 |
| SDHA | 2 |
| SECTM1 | 2 |
| SEL1L3 | 2 |
| SELENOH | 2 |
| SELP | 2 |
| SERPINB3 | 2 |
| SF3B6 | 2 |
| SGCA | 2 |
| SHBG | 2 |
| SHH | 2 |
| SIGLEC7 | 2 |
| SLC11A1 | 2 |
| SLC22A9 | 2 |
| SLC25A11 | 2 |
| SLC25A35 | 2 |
| SLC26A6 | 2 |
| SLC26A7 | 2 |
| SLC27A3 | 2 |
| SLC30A7 | 2 |
| SLC3A2 | 2 |
| SLC47A2 | 2 |
| SLC4A1AP | 2 |
| SLC66A3 | 2 |
| SLF2 | 2 |
| SLFN14 | 2 |
| SMARCE1 | 2 |
| SMC3 | 2 |
| SMC5 | 2 |
| SMIM5 | 2 |
| SMNDC1 | 2 |
| SNAI2 | 2 |
| SNRPD1 | 2 |
| SORT1 | 2 |
| SOX12 | 2 |
| SP7 | 2 |
| SPAG5 | 2 |
| SPATA21 | 2 |
| SPATA33 | 2 |
| SPC24 | 2 |
| SPDEF | 2 |
| SPIRE2 | 2 |
| SRA1 | 2 |
| SRCAP | 2 |
| SRI | 2 |
| SSH1 | 2 |
| SSR4 | 2 |
| SSTR2 | 2 |
| SSX5 | 2 |
| ST6GAL2 | 2 |
| ST6GALNAC3 | 2 |
| ST8SIA3 | 2 |
| STAG2 | 2 |
| STOML2 | 2 |
| STXBP3 | 2 |
| SULF2 | 2 |
| SULT2A1 | 2 |
| SUN2 | 2 |
| SUSD1 | 2 |
| SYCN | 2 |
| SYDE2 | 2 |
| SYNJ2 | 2 |
| TAFA2 | 2 |
| TAOK3 | 2 |
| TASL | 2 |
| TASOR2 | 2 |
| TBC1D30 | 2 |
| TBC1D4 | 2 |
| TDP1 | 2 |
| TENM1 | 2 |
| THOC6 | 2 |
| TIMM10B | 2 |
| TKTL1 | 2 |
| TLE5 | 2 |
| TLR6 | 2 |
| TLX3 | 2 |
| TMC7 | 2 |
| TMEM131 | 2 |
| TMEM132D | 2 |
| TMEM217 | 2 |
| TMEM220 | 2 |
| TMEM255B | 2 |
| TMEM68 | 2 |
| TMEM95 | 2 |
| TMIE | 2 |
| TMLHE | 2 |
| TMOD3 | 2 |
| TNFAIP3 | 2 |
| TNFRSF25 | 2 |
| TNNI3 | 2 |
| TOGARAM1 | 2 |
| TOGARAM2 | 2 |
| TOM1 | 2 |
| TP53BP2 | 2 |
| TPRG1 | 2 |
| TPSD1 | 2 |
| TRMT10B | 2 |
| TRMT2B | 2 |
| TRPM4 | 2 |
| TSPAN8 | 2 |
| TSPAN9 | 2 |
| TST | 2 |
| TSTD2 | 2 |
| TTC14 | 2 |
| TTC19 | 2 |
| TUBB | 2 |
| TUBB4B | 2 |
| TULP1 | 2 |
| TXNIP | 2 |
| TYK2 | 2 |
| UBA7 | 2 |
| UBE2D1 | 2 |
| UBE2I | 2 |
| UBE2QL1 | 2 |
| UBXN2A | 2 |
| UGGT1 | 2 |
| USHBP1 | 2 |
| USP19 | 2 |
| USP43 | 2 |
| UST | 2 |
| UTS2 | 2 |
| UXT | 2 |
| VAMP7 | 2 |
| VEGFB | 2 |
| VENTX | 2 |
| VGLL2 | 2 |
| VIPR1 | 2 |
| VPS16 | 2 |
| VPS33A | 2 |
| VPS36 | 2 |
| VPS50 | 2 |
| VPS9D1 | 2 |
| WDR12 | 2 |
| WDR17 | 2 |
| WDR3 | 2 |
| WDR7 | 2 |
| WDR74 | 2 |
| WIF1 | 2 |
| WNT10A | 2 |
| WNT3A | 2 |
| WWP2 | 2 |
| XPR1 | 2 |
| YARS1 | 2 |
| YJU2B | 2 |
| ZBTB8B | 2 |
| ZCCHC3 | 2 |
| ZDHHC6 | 2 |
| ZFP36L2 | 2 |
| ZFP64 | 2 |
| ZIC5 | 2 |
| ZMYM4 | 2 |
| ZMYND10 | 2 |
| ZNF117 | 2 |
| ZNF143 | 2 |
| ZNF181 | 2 |
| ZNF347 | 2 |
| ZNF491 | 2 |
| ZNF496 | 2 |
| ZNF559 | 2 |
| ZNF575 | 2 |
| ZNF614 | 2 |
| ZNF662 | 2 |
| ZNF74 | 2 |
| ZRANB2 | 2 |
| A1BG | 1 |
| A2ML1 | 1 |
| A3GALT2 | 1 |
| A4GNT | 1 |
| AACS | 1 |
| AADACL4 | 1 |
| AAMDC | 1 |
| AANAT | 1 |
| AAR2 | 1 |
| AATK | 1 |
| ABAT | 1 |
| ABCA12 | 1 |
| ABCA4 | 1 |
| ABCA8 | 1 |
| ABCB11 | 1 |
| ABCB9 | 1 |
| ABCC4 | 1 |
| ABCC9 | 1 |
| ABCD4 | 1 |
| ABHD1 | 1 |
| ABHD12B | 1 |
| ABHD14A | 1 |
| ABHD14B | 1 |
| ABHD8 | 1 |
| ABI1 | 1 |
| ABR | 1 |
| ACACA | 1 |
| ACADVL | 1 |
| ACAT1 | 1 |
| ACBD4 | 1 |
| ACCS | 1 |
| ACER2 | 1 |
| ACER3 | 1 |
| ACIN1 | 1 |
| ACKR2 | 1 |
| ACOD1 | 1 |
| ACOT6 | 1 |
| ACOX2 | 1 |
| ACP4 | 1 |
| ACP5 | 1 |
| ACP6 | 1 |
| ACRBP | 1 |
| ACSF2 | 1 |
| ACSL5 | 1 |
| ACSM6 | 1 |
| ACTA1 | 1 |
| ACTB | 1 |
| ACTL10 | 1 |
| ACTL8 | 1 |
| ACTL9 | 1 |
| ACTR3B | 1 |
| ACTRT1 | 1 |
| ACVR1B | 1 |
| ADAD1 | 1 |
| ADAM11 | 1 |
| ADAM21 | 1 |
| ADAM28 | 1 |
| ADAM29 | 1 |
| ADAMTS15 | 1 |
| ADAMTS4 | 1 |
| ADAMTS8 | 1 |
| ADAP1 | 1 |
| ADAP2 | 1 |
| ADCK1 | 1 |
| ADCY7 | 1 |
| ADCY9 | 1 |
| ADCYAP1R1 | 1 |
| ADD2 | 1 |
| ADGRF3 | 1 |
| ADGRG2 | 1 |
| ADM2 | 1 |
| ADORA2A | 1 |
| ADPRHL1 | 1 |
| ADPRS | 1 |
| ADRA2A | 1 |
| ADRA2B | 1 |
| ADRB2 | 1 |
| ADRB3 | 1 |
| ADSS1 | 1 |
| ADTRP | 1 |
| AFG3L2 | 1 |
| AGBL3 | 1 |
| AGFG1 | 1 |
| AGL | 1 |
| AGMAT | 1 |
| AGMO | 1 |
| AGR3 | 1 |
| AGTR2 | 1 |
| AGXT2 | 1 |
| AHCYL2 | 1 |
| AIF1L | 1 |
| AIFM1 | 1 |
| AIM2 | 1 |
| AJAP1 | 1 |
| AJUBA | 1 |
| AK2 | 1 |
| AK6 | 1 |
| AKAP11 | 1 |
| AKAP17A | 1 |
| AKAP9 | 1 |
| AKIP1 | 1 |
| AKIRIN2 | 1 |
| AKNA | 1 |
| AKR1D1 | 1 |
| AKTIP | 1 |
| ALDH1L2 | 1 |
| ALDH3A2 | 1 |
| ALDH4A1 | 1 |
| ALDH5A1 | 1 |
| ALG1 | 1 |
| ALG10 | 1 |
| ALG12 | 1 |
| ALG2 | 1 |
| ALG6 | 1 |
| ALK | 1 |
| ALKBH3 | 1 |
| ALKBH5 | 1 |
| ALOXE3 | 1 |
| ALX1 | 1 |
| ALX3 | 1 |
| ALYREF | 1 |
| AMBN | 1 |
| AMER1 | 1 |
| AMER3 | 1 |
| AMIGO3 | 1 |
| AMN1 | 1 |
| AMY2A | 1 |
| AMZ1 | 1 |
| ANAPC1 | 1 |
| ANAPC10 | 1 |
| ANAPC11 | 1 |
| ANAPC4 | 1 |
| ANAPC5 | 1 |
| ANAPC7 | 1 |
| ANG | 1 |
| ANGPTL4 | 1 |
| ANKH | 1 |
| ANKHD1 | 1 |
| ANKRA2 | 1 |
| ANKRD11 | 1 |
| ANKRD12 | 1 |
| ANKRD13C | 1 |
| ANKRD18A | 1 |
| ANKRD23 | 1 |
| ANKRD27 | 1 |
| ANKRD30A | 1 |
| ANKRD35 | 1 |
| ANKRD39 | 1 |
| ANKRD44 | 1 |
| ANKRD52 | 1 |
| ANKRD65 | 1 |
| ANKRD66 | 1 |
| ANO4 | 1 |
| ANXA5 | 1 |
| ANXA6 | 1 |
| AP1B1 | 1 |
| AP1G1 | 1 |
| AP1M1 | 1 |
| AP3D1 | 1 |
| AP3M1 | 1 |
| AP3S1 | 1 |
| AP4B1 | 1 |
| APC2 | 1 |
| APCDD1L | 1 |
| APEX1 | 1 |
| APH1A | 1 |
| APIP | 1 |
| APLNR | 1 |
| APMAP | 1 |
| APOB | 1 |
| APOBEC3C | 1 |
| APOBR | 1 |
| APOH | 1 |
| APOL1 | 1 |
| APOLD1 | 1 |
| APOM | 1 |
| APRT | 1 |
| AQP2 | 1 |
| AQR | 1 |
| ARC | 1 |
| AREG | 1 |
| ARF5 | 1 |
| ARG1 | 1 |
| ARHGAP1 | 1 |
| ARHGAP15 | 1 |
| ARHGAP17 | 1 |
| ARHGAP18 | 1 |
| ARHGAP19 | 1 |
| ARHGAP20 | 1 |
| ARHGAP30 | 1 |
| ARHGAP4 | 1 |
| ARHGAP45 | 1 |
| ARHGEF25 | 1 |
| ARHGEF3 | 1 |
| ARHGEF39 | 1 |
| ARHGEF40 | 1 |
| ARHGEF5 | 1 |
| ARID1A | 1 |
| ARID3C | 1 |
| ARID4A | 1 |
| ARID5B | 1 |
| ARIH2OS | 1 |
| ARL13A | 1 |
| ARL2BP | 1 |
| ARL4D | 1 |
| ARL5B | 1 |
| ARL5C | 1 |
| ARL6 | 1 |
| ARL8A | 1 |
| ARMC1 | 1 |
| ARMC12 | 1 |
| ARMC2 | 1 |
| ARMC3 | 1 |
| ARMCX3 | 1 |
| ARMH4 | 1 |
| ARNTL | 1 |
| ARPC2 | 1 |
| ARPC5 | 1 |
| ARPIN | 1 |
| ARR3 | 1 |
| ARRDC4 | 1 |
| ARSB | 1 |
| ARSH | 1 |
| ART5 | 1 |
| ASAH1 | 1 |
| ASAH2 | 1 |
| ASAP2 | 1 |
| ASB10 | 1 |
| ASB15 | 1 |
| ASCL1 | 1 |
| ASCL3 | 1 |
| ASIC2 | 1 |
| ASIC3 | 1 |
| ASMT | 1 |
| ASNSD1 | 1 |
| ASPM | 1 |
| ASTL | 1 |
| ASTN2 | 1 |
| ATAD3B | 1 |
| ATAD3C | 1 |
| ATAT1 | 1 |
| ATCAY | 1 |
| ATE1 | 1 |
| ATG13 | 1 |
| ATG4A | 1 |
| ATP13A1 | 1 |
| ATP13A5 | 1 |
| ATP5MC2 | 1 |
| ATP5MK | 1 |
| ATP5PF | 1 |
| ATP6V0A1 | 1 |
| ATP6V0B | 1 |
| ATP6V0C | 1 |
| ATP6V0E2 | 1 |
| ATP6V1D | 1 |
| ATP6V1G1 | 1 |
| ATP6V1G2 | 1 |
| ATP6V1H | 1 |
| ATP7B | 1 |
| ATRAID | 1 |
| ATRNL1 | 1 |
| ATXN2 | 1 |
| ATXN7L1 | 1 |
| AURKC | 1 |
| AVPR1B | 1 |
| AWAT1 | 1 |
| AXIN1 | 1 |
| AZGP1 | 1 |
| AZIN2 | 1 |
| B3GALT4 | 1 |
| B3GALT5 | 1 |
| B3GALT6 | 1 |
| B3GAT2 | 1 |
| B3GNT8 | 1 |
| B4GALT2 | 1 |
| B4GAT1 | 1 |
| BACH1 | 1 |
| BAD | 1 |
| BARD1 | 1 |
| BAZ1B | 1 |
| BAZ2A | 1 |
| BBLN | 1 |
| BBS12 | 1 |
| BBS2 | 1 |
| BBS9 | 1 |
| BCAN | 1 |
| BCAP31 | 1 |
| BCAR1 | 1 |
| BCAS2 | 1 |
| BCAS3 | 1 |
| BCAS4 | 1 |
| BCKDHA | 1 |
| BCL11A | 1 |
| BCL2L14 | 1 |
| BCL6B | 1 |
| BCL7A | 1 |
| BCL9L | 1 |
| BCLAF3 | 1 |
| BCOR | 1 |
| BDKRB1 | 1 |
| BDP1 | 1 |
| BECN1 | 1 |
| BEST1 | 1 |
| BFAR | 1 |
| BGLAP | 1 |
| BHLHA15 | 1 |
| BIRC6 | 1 |
| BIRC7 | 1 |
| BLM | 1 |
| BLNK | 1 |
| BLOC1S5 | 1 |
| BMF | 1 |
| BMP1 | 1 |
| BMP10 | 1 |
| BMP3 | 1 |
| BMP4 | 1 |
| BMP6 | 1 |
| BMPER | 1 |
| BMPR1A | 1 |
| BMPR1B | 1 |
| BMS1 | 1 |
| BNC2 | 1 |
| BNIP1 | 1 |
| BNIPL | 1 |
| BOC | 1 |
| BOK | 1 |
| BPHL | 1 |
| BPIFB1 | 1 |
| BRAF | 1 |
| BRCA1 | 1 |
| BRCA2 | 1 |
| BRD3 | 1 |
| BRD4 | 1 |
| BRD7 | 1 |
| BRPF3 | 1 |
| BRS3 | 1 |
| BSG | 1 |
| BTAF1 | 1 |
| BTBD1 | 1 |
| BTBD11 | 1 |
| BTBD6 | 1 |
| BTBD8 | 1 |
| BTF3 | 1 |
| BTLA | 1 |
| BTN2A1 | 1 |
| BTN2A2 | 1 |
| BUB1B | 1 |
| C10orf113 | 1 |
| C10orf55 | 1 |
| C11orf45 | 1 |
| C11orf58 | 1 |
| C11orf91 | 1 |
| C11orf94 | 1 |
| C12orf29 | 1 |
| C12orf50 | 1 |
| C12orf57 | 1 |
| C14orf93 | 1 |
| C16orf46 | 1 |
| C16orf72 | 1 |
| C16orf74 | 1 |
| C16orf78 | 1 |
| C16orf87 | 1 |
| C16orf95 | 1 |
| C17orf64 | 1 |
| C17orf97 | 1 |
| C17orf98 | 1 |
| C19orf38 | 1 |
| C19orf44 | 1 |
| C19orf53 | 1 |
| C19orf67 | 1 |
| C19orf71 | 1 |
| C1orf100 | 1 |
| C1orf141 | 1 |
| C1orf198 | 1 |
| C1orf35 | 1 |
| C1orf43 | 1 |
| C1orf68 | 1 |
| C1orf74 | 1 |
| C1QB | 1 |
| C1QBP | 1 |
| C1QL1 | 1 |
| C1QL2 | 1 |
| C1QTNF1 | 1 |
| C1QTNF6 | 1 |
| C1QTNF7 | 1 |
| C2 | 1 |
| C22orf46 | 1 |
| C2CD2 | 1 |
| C2CD4B | 1 |
| C2CD5 | 1 |
| C2orf50 | 1 |
| C2orf88 | 1 |
| C3 | 1 |
| C3AR1 | 1 |
| C3orf20 | 1 |
| C3orf36 | 1 |
| C3orf62 | 1 |
| C3orf80 | 1 |
| C3orf84 | 1 |
| C4BPA | 1 |
| C4BPB | 1 |
| C4orf45 | 1 |
| C4orf48 | 1 |
| C5orf46 | 1 |
| C6orf136 | 1 |
| C6orf15 | 1 |
| C6orf47 | 1 |
| C6orf52 | 1 |
| C6orf62 | 1 |
| C7orf33 | 1 |
| C7orf57 | 1 |
| C8G | 1 |
| C8orf33 | 1 |
| C9 | 1 |
| C9orf116 | 1 |
| C9orf131 | 1 |
| C9orf40 | 1 |
| C9orf47 | 1 |
| C9orf85 | 1 |
| CA11 | 1 |
| CA13 | 1 |
| CA2 | 1 |
| CA3 | 1 |
| CA4 | 1 |
| CA5A | 1 |
| CA7 | 1 |
| CAAP1 | 1 |
| CAB39 | 1 |
| CACNA1D | 1 |
| CACNA1G | 1 |
| CACNA2D2 | 1 |
| CACNB1 | 1 |
| CACNG1 | 1 |
| CACNG8 | 1 |
| CACUL1 | 1 |
| CADM2 | 1 |
| CADM4 | 1 |
| CADPS | 1 |
| CALCA | 1 |
| CALCB | 1 |
| CALCRL | 1 |
| CALHM1 | 1 |
| CALM1 | 1 |
| CALM2 | 1 |
| CALML3 | 1 |
| CALML4 | 1 |
| CALML6 | 1 |
| CALU | 1 |
| CAMK1 | 1 |
| CAMK1G | 1 |
| CAMK2A | 1 |
| CAMK2D | 1 |
| CAMK2G | 1 |
| CAMKK1 | 1 |
| CAMKMT | 1 |
| CAMP | 1 |
| CAMTA1 | 1 |
| CAND2 | 1 |
| CANX | 1 |
| CAPN15 | 1 |
| CAPN6 | 1 |
| CAPS2 | 1 |
| CAPZA1 | 1 |
| CAPZA2 | 1 |
| CAPZA3 | 1 |
| CARD14 | 1 |
| CARD19 | 1 |
| CARNMT1 | 1 |
| CARS1 | 1 |
| CARTPT | 1 |
| CASKIN2 | 1 |
| CASR | 1 |
| CASS4 | 1 |
| CAST | 1 |
| CASTOR1 | 1 |
| CASTOR3 | 1 |
| CATSPERD | 1 |
| CATSPERE | 1 |
| CATSPERG | 1 |
| CAVIN3 | 1 |
| CBARP | 1 |
| CBLN1 | 1 |
| CBR4 | 1 |
| CBX4 | 1 |
| CC2D1B | 1 |
| CC2D2B | 1 |
| CCDC103 | 1 |
| CCDC105 | 1 |
| CCDC112 | 1 |
| CCDC12 | 1 |
| CCDC126 | 1 |
| CCDC134 | 1 |
| CCDC137 | 1 |
| CCDC138 | 1 |
| CCDC144NL | 1 |
| CCDC180 | 1 |
| CCDC181 | 1 |
| CCDC189 | 1 |
| CCDC190 | 1 |
| CCDC24 | 1 |
| CCDC25 | 1 |
| CCDC33 | 1 |
| CCDC34 | 1 |
| CCDC39 | 1 |
| CCDC42 | 1 |
| CCDC59 | 1 |
| CCDC6 | 1 |
| CCDC62 | 1 |
| CCDC70 | 1 |
| CCDC71 | 1 |
| CCDC71L | 1 |
| CCDC82 | 1 |
| CCDC85A | 1 |
| CCDC85B | 1 |
| CCDC87 | 1 |
| CCDC88B | 1 |
| CCDC88C | 1 |
| CCDC96 | 1 |
| CCDC97 | 1 |
| CCER1 | 1 |
| CCL14 | 1 |
| CCL18 | 1 |
| CCL20 | 1 |
| CCL21 | 1 |
| CCL22 | 1 |
| CCL23 | 1 |
| CCL24 | 1 |
| CCN3 | 1 |
| CCN5 | 1 |
| CCNC | 1 |
| CCND1 | 1 |
| CCNF | 1 |
| CCNJ | 1 |
| CCNT1 | 1 |
| CCNY | 1 |
| CCR10 | 1 |
| CCR4 | 1 |
| CCR7 | 1 |
| CCR8 | 1 |
| CCSAP | 1 |
| CCSER2 | 1 |
| CCT2 | 1 |
| CCT5 | 1 |
| CCT8 | 1 |
| CD151 | 1 |
| CD164 | 1 |
| CD1B | 1 |
| CD2 | 1 |
| CD209 | 1 |
| CD226 | 1 |
| CD244 | 1 |
| CD247 | 1 |
| CD276 | 1 |
| CD28 | 1 |
| CD2BP2 | 1 |
| CD300C | 1 |
| CD300LD | 1 |
| CD300LF | 1 |
| CD53 | 1 |
| CD55 | 1 |
| CD6 | 1 |
| CD68 | 1 |
| CD69 | 1 |
| CD7 | 1 |
| CD81 | 1 |
| CD86 | 1 |
| CD9 | 1 |
| CDC20B | 1 |
| CDC23 | 1 |
| CDC25A | 1 |
| CDC42 | 1 |
| CDC42SE1 | 1 |
| CDC42SE2 | 1 |
| CDH12 | 1 |
| CDIPT | 1 |
| CDK19 | 1 |
| CDK6 | 1 |
| CDK9 | 1 |
| CDKL3 | 1 |
| CDKL4 | 1 |
| CDKN1C | 1 |
| CDKN2A | 1 |
| CDKN2AIPNL | 1 |
| CDKN2C | 1 |
| CDR1 | 1 |
| CDRT15L2 | 1 |
| CDV3 | 1 |
| CEACAM7 | 1 |
| CEBPB | 1 |
| CEBPG | 1 |
| CELA2B | 1 |
| CELF2 | 1 |
| CELF4 | 1 |
| CELF5 | 1 |
| CELSR3 | 1 |
| CENPA | 1 |
| CENPE | 1 |
| CENPN | 1 |
| CEP104 | 1 |
| CEP170 | 1 |
| CEP170B | 1 |
| CEP41 | 1 |
| CEP95 | 1 |
| CEP97 | 1 |
| CER1 | 1 |
| CERS2 | 1 |
| CERS5 | 1 |
| CES4A | 1 |
| CES5A | 1 |
| CETN1 | 1 |
| CFAP210 | 1 |
| CFAP36 | 1 |
| CFAP46 | 1 |
| CFAP53 | 1 |
| CFAP65 | 1 |
| CFAP70 | 1 |
| CFAP73 | 1 |
| CFAP97D1 | 1 |
| CFH | 1 |
| CFL1 | 1 |
| CFP | 1 |
| CGREF1 | 1 |
| CGRRF1 | 1 |
| CH25H | 1 |
| CHAC1 | 1 |
| CHAF1B | 1 |
| CHAMP1 | 1 |
| CHCHD7 | 1 |
| CHD1 | 1 |
| CHD2 | 1 |
| CHD3 | 1 |
| CHD7 | 1 |
| CHD8 | 1 |
| CHEK1 | 1 |
| CHGA | 1 |
| CHI3L1 | 1 |
| CHIA | 1 |
| CHIT1 | 1 |
| CHKA | 1 |
| CHML | 1 |
| CHMP1A | 1 |
| CHMP3 | 1 |
| CHMP4A | 1 |
| CHP2 | 1 |
| CHPF | 1 |
| CHRM3 | 1 |
| CHRNB1 | 1 |
| CHRNE | 1 |
| CHST13 | 1 |
| CHST4 | 1 |
| CHST6 | 1 |
| CHST9 | 1 |
| CHSY3 | 1 |
| CIAPIN1 | 1 |
| CIB4 | 1 |
| CISD2 | 1 |
| CISH | 1 |
| CITED4 | 1 |
| CIZ1 | 1 |
| CLASRP | 1 |
| CLC | 1 |
| CLCA1 | 1 |
| CLCN1 | 1 |
| CLCN4 | 1 |
| CLCNKA | 1 |
| CLDN11 | 1 |
| CLDN12 | 1 |
| CLDN15 | 1 |
| CLDN16 | 1 |
| CLDN19 | 1 |
| CLDN23 | 1 |
| CLDN5 | 1 |
| CLEC12A | 1 |
| CLEC2B | 1 |
| CLEC2L | 1 |
| CLEC3B | 1 |
| CLEC4C | 1 |
| CLEC4E | 1 |
| CLEC4F | 1 |
| CLEC4G | 1 |
| CLEC5A | 1 |
| CLEC6A | 1 |
| CLEC7A | 1 |
| CLIC6 | 1 |
| CLLU1-AS1 | 1 |
| CLMN | 1 |
| CLPS | 1 |
| CLPX | 1 |
| CLRN1 | 1 |
| CLTC | 1 |
| CLUH | 1 |
| CLVS1 | 1 |
| CMAS | 1 |
| CMBL | 1 |
| CMC4 | 1 |
| CMTM7 | 1 |
| CMTR1 | 1 |
| CNBP | 1 |
| CNDP1 | 1 |
| CNEP1R1 | 1 |
| CNKSR2 | 1 |
| CNMD | 1 |
| CNN1 | 1 |
| CNN2 | 1 |
| CNNM1 | 1 |
| CNOT1 | 1 |
| CNOT11 | 1 |
| CNOT6 | 1 |
| CNPPD1 | 1 |
| CNPY1 | 1 |
| CNPY4 | 1 |
| CNRIP1 | 1 |
| CNTD1 | 1 |
| CNTN1 | 1 |
| CNTN6 | 1 |
| CNTNAP1 | 1 |
| CNTNAP3 | 1 |
| CNTNAP3B | 1 |
| CNTNAP5 | 1 |
| CNTROB | 1 |
| COA4 | 1 |
| COA6 | 1 |
| COASY | 1 |
| COG1 | 1 |
| COG2 | 1 |
| COIL | 1 |
| COL10A1 | 1 |
| COL11A1 | 1 |
| COL14A1 | 1 |
| COL16A1 | 1 |
| COL21A1 | 1 |
| COL28A1 | 1 |
| COL5A1 | 1 |
| COL7A1 | 1 |
| COL9A2 | 1 |
| COLGALT1 | 1 |
| COLGALT2 | 1 |
| COMMD1 | 1 |
| COMMD10 | 1 |
| COMP | 1 |
| COMT | 1 |
| COMTD1 | 1 |
| COQ3 | 1 |
| COQ6 | 1 |
| COQ7 | 1 |
| COQ9 | 1 |
| COTL1 | 1 |
| COX15 | 1 |
| CP | 1 |
| CPA5 | 1 |
| CPA6 | 1 |
| CPD | 1 |
| CPEB1 | 1 |
| CPLX4 | 1 |
| CPN1 | 1 |
| CPNE1 | 1 |
| CPNE2 | 1 |
| CPNE3 | 1 |
| CPNE8 | 1 |
| CPSF2 | 1 |
| CPSF3 | 1 |
| CPSF7 | 1 |
| CPVL | 1 |
| CR1L | 1 |
| CRACD | 1 |
| CRACR2A | 1 |
| CRAT | 1 |
| CRB3 | 1 |
| CRCP | 1 |
| CREB5 | 1 |
| CREBBP | 1 |
| CREG1 | 1 |
| CRIM1 | 1 |
| CRIPAK | 1 |
| CRIPT | 1 |
| CRISP2 | 1 |
| CRK | 1 |
| CROCC | 1 |
| CRTAC1 | 1 |
| CRYBA1 | 1 |
| CRYGC | 1 |
| CRYZL1 | 1 |
| CSDE1 | 1 |
| CSF3 | 1 |
| CSKMT | 1 |
| CSMD2 | 1 |
| CSN2 | 1 |
| CSNK1D | 1 |
| CSNK2A1 | 1 |
| CSNK2A2 | 1 |
| CST1 | 1 |
| CST9L | 1 |
| CSTF1 | 1 |
| CTCFL | 1 |
| CTDNEP1 | 1 |
| CTDSPL | 1 |
| CTHRC1 | 1 |
| CTIF | 1 |
| CTNNA1 | 1 |
| CTNNBIP1 | 1 |
| CTRL | 1 |
| CTSA | 1 |
| CTSG | 1 |
| CTTNBP2 | 1 |
| CTXN1 | 1 |
| CUL1 | 1 |
| CUL2 | 1 |
| CUTC | 1 |
| CWC22 | 1 |
| CX3CL1 | 1 |
| CXCL14 | 1 |
| CXCL3 | 1 |
| CXCR3 | 1 |
| CXorf38 | 1 |
| CXXC4 | 1 |
| CYB561D1 | 1 |
| CYB561D2 | 1 |
| CYB5B | 1 |
| CYB5R3 | 1 |
| CYBB | 1 |
| CYBC1 | 1 |
| CYLC1 | 1 |
| CYP17A1 | 1 |
| CYP2C19 | 1 |
| CYP2C9 | 1 |
| CYP2U1 | 1 |
| CYP3A7 | 1 |
| CYP51A1 | 1 |
| CYP7B1 | 1 |
| CYREN | 1 |
| CYS1 | 1 |
| CYSTM1 | 1 |
| CYTH4 | 1 |
| CYTIP | 1 |
| DACH2 | 1 |
| DACT2 | 1 |
| DAGLA | 1 |
| DALRD3 | 1 |
| DAPL1 | 1 |
| DAPP1 | 1 |
| DAXX | 1 |
| DBF4 | 1 |
| DBNDD1 | 1 |
| DBR1 | 1 |
| DBT | 1 |
| DCAF4L1 | 1 |
| DCAF5 | 1 |
| DCAKD | 1 |
| DCHS1 | 1 |
| DCLK2 | 1 |
| DCLK3 | 1 |
| DCTN2 | 1 |
| DCTN4 | 1 |
| DCTN6 | 1 |
| DCUN1D2 | 1 |
| DCUN1D3 | 1 |
| DCX | 1 |
| DCXR | 1 |
| DDAH2 | 1 |
| DDHD1 | 1 |
| DDI2 | 1 |
| DDIAS | 1 |
| DDX19A | 1 |
| DDX23 | 1 |
| DDX27 | 1 |
| DDX50 | 1 |
| DDX51 | 1 |
| DDX54 | 1 |
| DDX59 | 1 |
| DDX6 | 1 |
| DECR2 | 1 |
| DEF8 | 1 |
| DEFA5 | 1 |
| DEFB1 | 1 |
| DEFB113 | 1 |
| DEFB128 | 1 |
| DEFB132 | 1 |
| DEGS2 | 1 |
| DENND10 | 1 |
| DENND4C | 1 |
| DENND6A | 1 |
| DENR | 1 |
| DEPP1 | 1 |
| DERL3 | 1 |
| DEXI | 1 |
| DGCR2 | 1 |
| DGKI | 1 |
| DGKZ | 1 |
| DHCR24 | 1 |
| DHRS11 | 1 |
| DHRS7B | 1 |
| DHX34 | 1 |
| DHX35 | 1 |
| DHX37 | 1 |
| DHX40 | 1 |
| DHX57 | 1 |
| DIAPH2 | 1 |
| DIPK1B | 1 |
| DIRAS3 | 1 |
| DIS3 | 1 |
| DIS3L2 | 1 |
| DLEC1 | 1 |
| DLG3 | 1 |
| DLG4 | 1 |
| DLGAP1 | 1 |
| DLGAP2 | 1 |
| DLL4 | 1 |
| DLX2 | 1 |
| DLX6 | 1 |
| DMAC2L | 1 |
| DMBT1 | 1 |
| DMBX1 | 1 |
| DNAH2 | 1 |
| DNAI2 | 1 |
| DNAI4 | 1 |
| DNAJA1 | 1 |
| DNAJA2 | 1 |
| DNAJA3 | 1 |
| DNAJC12 | 1 |
| DNAJC18 | 1 |
| DNAJC21 | 1 |
| DNAJC22 | 1 |
| DNAJC24 | 1 |
| DNAJC5G | 1 |
| DNAJC8 | 1 |
| DNASE2 | 1 |
| DNASE2B | 1 |
| DNM2 | 1 |
| DNPH1 | 1 |
| DOCK2 | 1 |
| DOCK4 | 1 |
| DOCK5 | 1 |
| DOCK8 | 1 |
| DOCK9 | 1 |
| DPH2 | 1 |
| DPH3 | 1 |
| DPH6 | 1 |
| DPM2 | 1 |
| DPP7 | 1 |
| DPPA5 | 1 |
| DPY19L3 | 1 |
| DPYS | 1 |
| DPYSL2 | 1 |
| DPYSL3 | 1 |
| DPYSL5 | 1 |
| DQX1 | 1 |
| DRAM1 | 1 |
| DTD1 | 1 |
| DTX1 | 1 |
| DTX3 | 1 |
| DUSP15 | 1 |
| DUSP16 | 1 |
| DUSP21 | 1 |
| DUSP28 | 1 |
| DUSP29 | 1 |
| DUSP4 | 1 |
| DUT | 1 |
| DVL1 | 1 |
| DVL2 | 1 |
| DYNAP | 1 |
| DYNC1I2 | 1 |
| DYNC1LI2 | 1 |
| DYNC2I1 | 1 |
| DYNC2LI1 | 1 |
| DYNLT5 | 1 |
| DYRK1B | 1 |
| DYRK2 | 1 |
| DYRK3 | 1 |
| DZIP1 | 1 |
| E4F1 | 1 |
| EARS2 | 1 |
| EBF1 | 1 |
| EBP | 1 |
| ECT2L | 1 |
| EDARADD | 1 |
| EDEM3 | 1 |
| EDF1 | 1 |
| EDRF1 | 1 |
| EEF1A2 | 1 |
| EEF2K | 1 |
| EEFSEC | 1 |
| EEPD1 | 1 |
| EFCAB13 | 1 |
| EFCAB14 | 1 |
| EFCAB3 | 1 |
| EFCAB5 | 1 |
| EFCAB7 | 1 |
| EFCAB9 | 1 |
| EFEMP1 | 1 |
| EFHB | 1 |
| EFHC1 | 1 |
| EFL1 | 1 |
| EGFR | 1 |
| EHBP1 | 1 |
| EHD1 | 1 |
| EIF1AX | 1 |
| EIF1B | 1 |
| EIF2AK4 | 1 |
| EIF2B1 | 1 |
| EIF2S1 | 1 |
| EIF3L | 1 |
| EIF4A2 | 1 |
| EIF4EBP3 | 1 |
| EIF5A2 | 1 |
| EIF5AL1 | 1 |
| EIPR1 | 1 |
| ELANE | 1 |
| ELAVL3 | 1 |
| ELFN1 | 1 |
| ELK3 | 1 |
| ELK4 | 1 |
| ELL | 1 |
| ELL3 | 1 |
| ELMO1 | 1 |
| ELMOD3 | 1 |
| ELOA | 1 |
| ELOF1 | 1 |
| ELSPBP1 | 1 |
| EMB | 1 |
| EMC1 | 1 |
| EMC10 | 1 |
| EMC2 | 1 |
| EMC3 | 1 |
| EMC4 | 1 |
| EMC8 | 1 |
| EMCN | 1 |
| EML4 | 1 |
| EMSY | 1 |
| EMX1 | 1 |
| EN1 | 1 |
| ENAM | 1 |
| ENDOG | 1 |
| ENOPH1 | 1 |
| ENOSF1 | 1 |
| ENOX1 | 1 |
| ENPP1 | 1 |
| ENPP4 | 1 |
| ENPP6 | 1 |
| ENSA | 1 |
| ENTPD1 | 1 |
| ENTPD4 | 1 |
| ENTPD8 | 1 |
| ENY2 | 1 |
| EOGT | 1 |
| EOMES | 1 |
| EPAS1 | 1 |
| EPB41L2 | 1 |
| EPCAM | 1 |
| EPHA3 | 1 |
| EPHB3 | 1 |
| EPM2A | 1 |
| EPN2 | 1 |
| EPN3 | 1 |
| EPOR | 1 |
| EPS15L1 | 1 |
| EPS8 | 1 |
| EPSTI1 | 1 |
| EPX | 1 |
| EPYC | 1 |
| ERAP2 | 1 |
| ERBB2 | 1 |
| ERC2 | 1 |
| ERCC3 | 1 |
| ERCC4 | 1 |
| ERICH3 | 1 |
| ERICH6B | 1 |
| ERLIN2 | 1 |
| ERMAP | 1 |
| ERN1 | 1 |
| ERO1A | 1 |
| ESCO1 | 1 |
| ESD | 1 |
| ESPNL | 1 |
| ESRP1 | 1 |
| ESRP2 | 1 |
| ESRRA | 1 |
| ETF1 | 1 |
| ETV1 | 1 |
| EVA1A | 1 |
| EVC | 1 |
| EVL | 1 |
| EVPL | 1 |
| EXO1 | 1 |
| EXO5 | 1 |
| EXOC5 | 1 |
| EXOC6 | 1 |
| EXOG | 1 |
| EXOSC1 | 1 |
| EXOSC5 | 1 |
| EXOSC6 | 1 |
| EXOSC7 | 1 |
| EXT1 | 1 |
| EXTL2 | 1 |
| EXTL3 | 1 |
| EZH2 | 1 |
| F11 | 1 |
| F2RL2 | 1 |
| F7 | 1 |
| F9 | 1 |
| FAAH | 1 |
| FAAH2 | 1 |
| FAAP20 | 1 |
| FADD | 1 |
| FADS6 | 1 |
| FAHD1 | 1 |
| FAIM | 1 |
| FAM102A | 1 |
| FAM117A | 1 |
| FAM120AOS | 1 |
| FAM120C | 1 |
| FAM124A | 1 |
| FAM124B | 1 |
| FAM13C | 1 |
| FAM149A | 1 |
| FAM168A | 1 |
| FAM174C | 1 |
| FAM184B | 1 |
| FAM189A1 | 1 |
| FAM193A | 1 |
| FAM209B | 1 |
| FAM20B | 1 |
| FAM216B | 1 |
| FAM217A | 1 |
| FAM234A | 1 |
| FAM241A | 1 |
| FAM50A | 1 |
| FAM53A | 1 |
| FAM71C | 1 |
| FAM71D | 1 |
| FAM71F1 | 1 |
| FAM76A | 1 |
| FAM78B | 1 |
| FAM83C | 1 |
| FAM91A1 | 1 |
| FANCB | 1 |
| FANCE | 1 |
| FANCG | 1 |
| FANCI | 1 |
| FANCM | 1 |
| FARP1 | 1 |
| FARS2 | 1 |
| FARSA | 1 |
| FASTKD2 | 1 |
| FATE1 | 1 |
| FAXDC2 | 1 |
| FBF1 | 1 |
| FBLN5 | 1 |
| FBN3 | 1 |
| FBXL12 | 1 |
| FBXL14 | 1 |
| FBXL2 | 1 |
| FBXL4 | 1 |
| FBXO11 | 1 |
| FBXO17 | 1 |
| FBXO28 | 1 |
| FBXO30 | 1 |
| FBXO32 | 1 |
| FBXO34 | 1 |
| FBXO39 | 1 |
| FBXO42 | 1 |
| FBXO43 | 1 |
| FBXO48 | 1 |
| FBXW10 | 1 |
| FBXW2 | 1 |
| FCGR3A | 1 |
| FCGRT | 1 |
| FCRL6 | 1 |
| FDFT1 | 1 |
| FDXR | 1 |
| FEM1A | 1 |
| FER | 1 |
| FER1L6 | 1 |
| FEV | 1 |
| FEZF2 | 1 |
| FGA | 1 |
| FGF13 | 1 |
| FGF19 | 1 |
| FGF21 | 1 |
| FGF22 | 1 |
| FGF3 | 1 |
| FGF8 | 1 |
| FGFBP2 | 1 |
| FGFR2 | 1 |
| FGL2 | 1 |
| FGR | 1 |
| FHDC1 | 1 |
| FIGNL1 | 1 |
| FIS1 | 1 |
| FKBP10 | 1 |
| FKBP11 | 1 |
| FKBP15 | 1 |
| FKBP2 | 1 |
| FLACC1 | 1 |
| FLCN | 1 |
| FLNA | 1 |
| FLOT1 | 1 |
| FLT3 | 1 |
| FMC1 | 1 |
| FMN1 | 1 |
| FMNL2 | 1 |
| FMR1 | 1 |
| FMR1NB | 1 |
| FNBP1L | 1 |
| FNDC3B | 1 |
| FNDC4 | 1 |
| FNDC7 | 1 |
| FNDC8 | 1 |
| FNIP1 | 1 |
| FNTB | 1 |
| FOCAD | 1 |
| FOSL2 | 1 |
| FOXE1 | 1 |
| FOXE3 | 1 |
| FOXG1 | 1 |
| FOXJ2 | 1 |
| FOXO3 | 1 |
| FOXR2 | 1 |
| FOXRED2 | 1 |
| FPGT | 1 |
| FRAT1 | 1 |
| FRAT2 | 1 |
| FRG1 | 1 |
| FRMD4A | 1 |
| FRS2 | 1 |
| FSCN2 | 1 |
| FSD1 | 1 |
| FSHR | 1 |
| FSTL4 | 1 |
| FTO | 1 |
| FUBP1 | 1 |
| FUBP3 | 1 |
| FUNDC1 | 1 |
| FUT1 | 1 |
| FUT10 | 1 |
| FUT2 | 1 |
| FXR1 | 1 |
| FXYD1 | 1 |
| FYB1 | 1 |
| FYCO1 | 1 |
| FYTTD1 | 1 |
| FZD2 | 1 |
| FZD6 | 1 |
| GAA | 1 |
| GAB3 | 1 |
| GABBR1 | 1 |
| GABRB1 | 1 |
| GABRP | 1 |
| GAD2 | 1 |
| GADD45A | 1 |
| GADD45B | 1 |
| GADD45G | 1 |
| GAK | 1 |
| GAL3ST1 | 1 |
| GAL3ST4 | 1 |
| GALNS | 1 |
| GALNT1 | 1 |
| GALNT4 | 1 |
| GALNT5 | 1 |
| GALNT9 | 1 |
| GALNTL6 | 1 |
| GALR3 | 1 |
| GAN | 1 |
| GAP43 | 1 |
| GAPDH | 1 |
| GAPVD1 | 1 |
| GAS2 | 1 |
| GAS7 | 1 |
| GAST | 1 |
| GATA5 | 1 |
| GATAD1 | 1 |
| GBP1 | 1 |
| GBP7 | 1 |
| GCGR | 1 |
| GCH1 | 1 |
| GCKR | 1 |
| GCLC | 1 |
| GCLM | 1 |
| GCM2 | 1 |
| GCNT2 | 1 |
| GCSAM | 1 |
| GDF11 | 1 |
| GDPD3 | 1 |
| GDPD5 | 1 |
| GEM | 1 |
| GEMIN4 | 1 |
| GEN1 | 1 |
| GFI1B | 1 |
| GFOD2 | 1 |
| GFRA2 | 1 |
| GFUS | 1 |
| GGA2 | 1 |
| GGA3 | 1 |
| GGNBP2 | 1 |
| GGTLC1 | 1 |
| GH1 | 1 |
| GH2 | 1 |
| GHRHR | 1 |
| GHRL | 1 |
| GHSR | 1 |
| GID4 | 1 |
| GID8 | 1 |
| GIMAP2 | 1 |
| GIMAP6 | 1 |
| GINS2 | 1 |
| GINS4 | 1 |
| GIPC1 | 1 |
| GJA1 | 1 |
| GJB5 | 1 |
| GK | 1 |
| GLB1 | 1 |
| GLI4 | 1 |
| GLIPR1L2 | 1 |
| GLIPR2 | 1 |
| GLP2R | 1 |
| GLRA1 | 1 |
| GLRA2 | 1 |
| GLRB | 1 |
| GLRX | 1 |
| GLT8D2 | 1 |
| GLUL | 1 |
| GLYATL3 | 1 |
| GLYCTK | 1 |
| GM2A | 1 |
| GMIP | 1 |
| GML | 1 |
| GMPPB | 1 |
| GMPS | 1 |
| GNA11 | 1 |
| GNA13 | 1 |
| GNAS | 1 |
| GNAT3 | 1 |
| GNB1 | 1 |
| GNB1L | 1 |
| GNG3 | 1 |
| GNGT2 | 1 |
| GNLY | 1 |
| GNPDA1 | 1 |
| GNPTG | 1 |
| GNRH1 | 1 |
| GNS | 1 |
| GOLGA1 | 1 |
| GOLGA4 | 1 |
| GOLGB1 | 1 |
| GOLIM4 | 1 |
| GOLPH3L | 1 |
| GOSR2 | 1 |
| GOT1 | 1 |
| GP1BA | 1 |
| GP1BB | 1 |
| GPAA1 | 1 |
| GPATCH1 | 1 |
| GPATCH3 | 1 |
| GPATCH8 | 1 |
| GPBP1 | 1 |
| GPBP1L1 | 1 |
| GPC1 | 1 |
| GPD1L | 1 |
| GPHN | 1 |
| GPN3 | 1 |
| GPR132 | 1 |
| GPR137B | 1 |
| GPR151 | 1 |
| GPR155 | 1 |
| GPR156 | 1 |
| GPR17 | 1 |
| GPR176 | 1 |
| GPR179 | 1 |
| GPR182 | 1 |
| GPR19 | 1 |
| GPR20 | 1 |
| GPR3 | 1 |
| GPR37L1 | 1 |
| GPR4 | 1 |
| GPR61 | 1 |
| GPR82 | 1 |
| GPR84 | 1 |
| GPRASP1 | 1 |
| GPRIN3 | 1 |
| GPS1 | 1 |
| GPS2 | 1 |
| GPSM2 | 1 |
| GPT | 1 |
| GPT2 | 1 |
| GPX4 | 1 |
| GRAMD1A | 1 |
| GRAMD1C | 1 |
| GRAMD2B | 1 |
| GREM1 | 1 |
| GRIK4 | 1 |
| GRIN3A | 1 |
| GRIN3B | 1 |
| GRIPAP1 | 1 |
| GRK3 | 1 |
| GRK6 | 1 |
| GRPEL2 | 1 |
| GRWD1 | 1 |
| GSDME | 1 |
| GSE1 | 1 |
| GSG1 | 1 |
| GSK3A | 1 |
| GSKIP | 1 |
| GSTA4 | 1 |
| GSTK1 | 1 |
| GSTM2 | 1 |
| GSTM4 | 1 |
| GSTM5 | 1 |
| GTF2E1 | 1 |
| GTF2H1 | 1 |
| GTF2H3 | 1 |
| GTF2H4 | 1 |
| GTF3C1 | 1 |
| GTF3C4 | 1 |
| GTF3C5 | 1 |
| GTPBP3 | 1 |
| GUCA1B | 1 |
| GUCY2C | 1 |
| GUCY2F | 1 |
| GUSB | 1 |
| GZMK | 1 |
| H1-6 | 1 |
| H2AC12 | 1 |
| H2AC20 | 1 |
| H2AC6 | 1 |
| H2AC8 | 1 |
| H2BC1 | 1 |
| H2BU1 | 1 |
| H3C4 | 1 |
| H4-16 | 1 |
| H4C1 | 1 |
| H4C3 | 1 |
| H4C5 | 1 |
| H4C9 | 1 |
| HACD4 | 1 |
| HACE1 | 1 |
| HARS1 | 1 |
| HAS3 | 1 |
| HASPIN | 1 |
| HAUS2 | 1 |
| HAUS4 | 1 |
| HAUS5 | 1 |
| HAUS7 | 1 |
| HAVCR1 | 1 |
| HAVCR2 | 1 |
| HCFC1 | 1 |
| HDAC2 | 1 |
| HDAC3 | 1 |
| HDGFL1 | 1 |
| HDHD2 | 1 |
| HEATR5B | 1 |
| HEATR6 | 1 |
| HEATR9 | 1 |
| HEBP2 | 1 |
| HECTD1 | 1 |
| HELB | 1 |
| HELZ2 | 1 |
| HEPN1 | 1 |
| HERPUD1 | 1 |
| HERPUD2 | 1 |
| HES1 | 1 |
| HES2 | 1 |
| HES3 | 1 |
| HES4 | 1 |
| HES5 | 1 |
| HEXB | 1 |
| HEXIM2 | 1 |
| HEY1 | 1 |
| HFM1 | 1 |
| HGF | 1 |
| HGFAC | 1 |
| HHAT | 1 |
| HHIPL1 | 1 |
| HIBADH | 1 |
| HIC2 | 1 |
| HID1 | 1 |
| HIF3A | 1 |
| HIGD2A | 1 |
| HINT1 | 1 |
| HINT2 | 1 |
| HINT3 | 1 |
| HIRA | 1 |
| HIVEP3 | 1 |
| HJURP | 1 |
| HJV | 1 |
| HK2 | 1 |
| HLA-DOA | 1 |
| HLA-DQB2 | 1 |
| HLA-DRB5 | 1 |
| HLA-F | 1 |
| HMBOX1 | 1 |
| HMGCS2 | 1 |
| HMSD | 1 |
| HNF4A | 1 |
| HNF4G | 1 |
| HNRNPA1 | 1 |
| HNRNPA2B1 | 1 |
| HNRNPR | 1 |
| HOMER3 | 1 |
| HOOK2 | 1 |
| HORMAD1 | 1 |
| HOXA3 | 1 |
| HOXB2 | 1 |
| HOXB4 | 1 |
| HOXB5 | 1 |
| HOXB9 | 1 |
| HOXC9 | 1 |
| HOXD10 | 1 |
| HOXD4 | 1 |
| HPCA | 1 |
| HPD | 1 |
| HPDL | 1 |
| HPGDS | 1 |
| HPS6 | 1 |
| HPX | 1 |
| HS2ST1 | 1 |
| HS3ST2 | 1 |
| HS3ST6 | 1 |
| HSCB | 1 |
| HSD17B2 | 1 |
| HSD3B2 | 1 |
| HSF5 | 1 |
| HSPA12A | 1 |
| HSPA2 | 1 |
| HSPB6 | 1 |
| HSPB9 | 1 |
| HSPBAP1 | 1 |
| HSPE1 | 1 |
| HTR2A | 1 |
| HTR3A | 1 |
| HTR3B | 1 |
| HTR4 | 1 |
| HTRA2 | 1 |
| HUS1B | 1 |
| HYAL3 | 1 |
| HYLS1 | 1 |
| IAH1 | 1 |
| IARS1 | 1 |
| ICAM1 | 1 |
| ICAM2 | 1 |
| ICAM4 | 1 |
| ICAM5 | 1 |
| ICE1 | 1 |
| ICMT | 1 |
| ICOS | 1 |
| IDH1 | 1 |
| IDS | 1 |
| IFI27L1 | 1 |
| IFI27L2 | 1 |
| IFI35 | 1 |
| IFNA10 | 1 |
| IFNLR1 | 1 |
| IFRD2 | 1 |
| IFT52 | 1 |
| IFT74 | 1 |
| IFT88 | 1 |
| IGF2R | 1 |
| IGFBP5 | 1 |
| IGFBP7 | 1 |
| IGHMBP2 | 1 |
| IGIP | 1 |
| IGSF5 | 1 |
| IKBKE | 1 |
| IL16 | 1 |
| IL17B | 1 |
| IL17RC | 1 |
| IL17RD | 1 |
| IL1RAPL1 | 1 |
| IL1RAPL2 | 1 |
| IL22 | 1 |
| IL22RA2 | 1 |
| IL27 | 1 |
| IL36G | 1 |
| IL37 | 1 |
| IL5 | 1 |
| IL6 | 1 |
| IL6R | 1 |
| IL6ST | 1 |
| ILDR1 | 1 |
| IMMP2L | 1 |
| IMPACT | 1 |
| INA | 1 |
| INCA1 | 1 |
| ING4 | 1 |
| ING5 | 1 |
| INHBE | 1 |
| INKA1 | 1 |
| INO80 | 1 |
| INO80D | 1 |
| INPP4B | 1 |
| INPP5F | 1 |
| INSC | 1 |
| INSIG2 | 1 |
| INTS12 | 1 |
| INTS9 | 1 |
| IPO9 | 1 |
| IQCC | 1 |
| IQSEC2 | 1 |
| IRAG1 | 1 |
| IRAK2 | 1 |
| IRAK4 | 1 |
| IRF4 | 1 |
| IRF6 | 1 |
| ISCA2 | 1 |
| ISCU | 1 |
| ISG20L2 | 1 |
| ISL2 | 1 |
| ISOC1 | 1 |
| ISYNA1 | 1 |
| ITCH | 1 |
| ITFG1 | 1 |
| ITFG2 | 1 |
| ITGA10 | 1 |
| ITGA5 | 1 |
| ITGA6 | 1 |
| ITGAD | 1 |
| ITGAE | 1 |
| ITGAX | 1 |
| ITGB5 | 1 |
| ITGB8 | 1 |
| ITIH1 | 1 |
| ITIH4 | 1 |
| ITPR2 | 1 |
| ITPRID1 | 1 |
| ITPRID2 | 1 |
| ITPRIP | 1 |
| ITSN1 | 1 |
| ITSN2 | 1 |
| IVD | 1 |
| IVNS1ABP | 1 |
| IWS1 | 1 |
| JAG1 | 1 |
| JAKMIP3 | 1 |
| JCAD | 1 |
| JKAMP | 1 |
| JOSD1 | 1 |
| JPH3 | 1 |
| JTB | 1 |
| JUNB | 1 |
| KANK3 | 1 |
| KATNA1 | 1 |
| KATNAL1 | 1 |
| KATNB1 | 1 |
| KATNBL1 | 1 |
| KBTBD2 | 1 |
| KBTBD6 | 1 |
| KBTBD7 | 1 |
| KCNA1 | 1 |
| KCNA4 | 1 |
| KCNC4 | 1 |
| KCNE5 | 1 |
| KCNH1 | 1 |
| KCNH5 | 1 |
| KCNH7 | 1 |
| KCNH8 | 1 |
| KCNJ2 | 1 |
| KCNJ9 | 1 |
| KCNK16 | 1 |
| KCNK17 | 1 |
| KCNK4 | 1 |
| KCNK5 | 1 |
| KCNMB1 | 1 |
| KCNMB3 | 1 |
| KCNMB4 | 1 |
| KCNN4 | 1 |
| KCNQ2 | 1 |
| KCTD15 | 1 |
| KCTD17 | 1 |
| KCTD18 | 1 |
| KCTD2 | 1 |
| KCTD3 | 1 |
| KCTD6 | 1 |
| KDELR3 | 1 |
| KDM1A | 1 |
| KDM8 | 1 |
| KHDC1L | 1 |
| KHDRBS3 | 1 |
| KIAA0319L | 1 |
| KIAA0825 | 1 |
| KIAA0895 | 1 |
| KIAA0895L | 1 |
| KIAA0930 | 1 |
| KIAA1109 | 1 |
| KIAA1210 | 1 |
| KIAA1958 | 1 |
| KIF13A | 1 |
| KIF1A | 1 |
| KIF20A | 1 |
| KIF24 | 1 |
| KIF2B | 1 |
| KIF4A | 1 |
| KIF4B | 1 |
| KIR2DL3 | 1 |
| KIR3DL2 | 1 |
| KIRREL2 | 1 |
| KISS1 | 1 |
| KLB | 1 |
| KLC3 | 1 |
| KLC4 | 1 |
| KLF1 | 1 |
| KLF13 | 1 |
| KLF16 | 1 |
| KLF17 | 1 |
| KLF3 | 1 |
| KLF8 | 1 |
| KLHDC3 | 1 |
| KLHL15 | 1 |
| KLHL2 | 1 |
| KLHL24 | 1 |
| KLHL33 | 1 |
| KLHL34 | 1 |
| KLHL35 | 1 |
| KLHL38 | 1 |
| KLHL4 | 1 |
| KLK5 | 1 |
| KLK6 | 1 |
| KLK9 | 1 |
| KLRC3 | 1 |
| KLRF1 | 1 |
| KMT2E | 1 |
| KPNA3 | 1 |
| KRBA2 | 1 |
| KRBOX5 | 1 |
| KREMEN2 | 1 |
| KRT1 | 1 |
| KRT10 | 1 |
| KRT10-AS1 | 1 |
| KRT12 | 1 |
| KRT14 | 1 |
| KRT15 | 1 |
| KRT19 | 1 |
| KRT222 | 1 |
| KRT26 | 1 |
| KRT32 | 1 |
| KRT74 | 1 |
| KRT9 | 1 |
| KRTAP19-6 | 1 |
| KRTAP19-7 | 1 |
| KRTAP20-1 | 1 |
| KRTAP24-1 | 1 |
| KRTAP27-1 | 1 |
| KRTAP29-1 | 1 |
| KRTAP3-3 | 1 |
| KRTAP5-1 | 1 |
| KRTAP5-2 | 1 |
| KRTAP5-3 | 1 |
| KRTAP5-8 | 1 |
| KRTAP6-1 | 1 |
| KRTAP9-9 | 1 |
| KRTCAP3 | 1 |
| KSR1 | 1 |
| KYAT1 | 1 |
| L3MBTL2 | 1 |
| LAMB2 | 1 |
| LAMP1 | 1 |
| LAMTOR3 | 1 |
| LANCL2 | 1 |
| LAP3 | 1 |
| LARGE2 | 1 |
| LARP1 | 1 |
| LARP6 | 1 |
| LASP1 | 1 |
| LAT2 | 1 |
| LATS2 | 1 |
| LBR | 1 |
| LCA5L | 1 |
| LCAT | 1 |
| LCE3B | 1 |
| LCE3C | 1 |
| LCE6A | 1 |
| LCMT2 | 1 |
| LCN8 | 1 |
| LCNL1 | 1 |
| LCORL | 1 |
| LCP1 | 1 |
| LCP2 | 1 |
| LDHB | 1 |
| LDLRAD3 | 1 |
| LDLRAP1 | 1 |
| LECT2 | 1 |
| LEF1 | 1 |
| LEMD2 | 1 |
| LEPROTL1 | 1 |
| LEXM | 1 |
| LGALS4 | 1 |
| LGI1 | 1 |
| LGMN | 1 |
| LGR4 | 1 |
| LGR6 | 1 |
| LHFPL1 | 1 |
| LHFPL2 | 1 |
| LHFPL4 | 1 |
| LHX5 | 1 |
| LIAS | 1 |
| LIFR | 1 |
| LIG4 | 1 |
| LILRB1 | 1 |
| LIM2 | 1 |
| LIMCH1 | 1 |
| LIMK1 | 1 |
| LIN7A | 1 |
| LINC02694 | 1 |
| LINC02898 | 1 |
| LINGO1 | 1 |
| LINGO4 | 1 |
| LIPC | 1 |
| LIPF | 1 |
| LIPG | 1 |
| LIPJ | 1 |
| LIPT1 | 1 |
| LLCFC1 | 1 |
| LLGL1 | 1 |
| LMAN1 | 1 |
| LMAN2L | 1 |
| LMBR1 | 1 |
| LMBR1L | 1 |
| LMF1 | 1 |
| LMNA | 1 |
| LMNB1 | 1 |
| LMOD2 | 1 |
| LMTK2 | 1 |
| LONP1 | 1 |
| LONRF2 | 1 |
| LPAR2 | 1 |
| LPAR5 | 1 |
| LPCAT1 | 1 |
| LPCAT2 | 1 |
| LPCAT4 | 1 |
| LRCH4 | 1 |
| LRGUK | 1 |
| LRIF1 | 1 |
| LRIG2 | 1 |
| LRP10 | 1 |
| LRP3 | 1 |
| LRPAP1 | 1 |
| LRRC10B | 1 |
| LRRC36 | 1 |
| LRRC38 | 1 |
| LRRC3B | 1 |
| LRRC4 | 1 |
| LRRC41 | 1 |
| LRRC47 | 1 |
| LRRC4B | 1 |
| LRRC4C | 1 |
| LRRC59 | 1 |
| LRRC71 | 1 |
| LRRC73 | 1 |
| LRRC75A | 1 |
| LRRC8C | 1 |
| LRRFIP2 | 1 |
| LRRIQ1 | 1 |
| LRRIQ4 | 1 |
| LRRK1 | 1 |
| LRTM1 | 1 |
| LRTOMT | 1 |
| LRWD1 | 1 |
| LSM14B | 1 |
| LSM2 | 1 |
| LSM4 | 1 |
| LSMEM1 | 1 |
| LSMEM2 | 1 |
| LSR | 1 |
| LSS | 1 |
| LTC4S | 1 |
| LUZP1 | 1 |
| LUZP4 | 1 |
| LXN | 1 |
| LY86 | 1 |
| LY96 | 1 |
| LYPLA1 | 1 |
| LYSMD2 | 1 |
| LYSMD3 | 1 |
| LYST | 1 |
| LYZ | 1 |
| LYZL4 | 1 |
| LZTFL1 | 1 |
| LZTS2 | 1 |
| MAB21L3 | 1 |
| MACC1 | 1 |
| MACIR | 1 |
| MAD2L1BP | 1 |
| MAD2L2 | 1 |
| MAEA | 1 |
| MAF | 1 |
| MAFF | 1 |
| MAGEA1 | 1 |
| MAGEA10 | 1 |
| MAGEB1 | 1 |
| MAGED1 | 1 |
| MAGED2 | 1 |
| MAGI1 | 1 |
| MAGT1 | 1 |
| MAK16 | 1 |
| MAMDC2 | 1 |
| MAML3 | 1 |
| MAN1A1 | 1 |
| MAN1B1 | 1 |
| MAN1C1 | 1 |
| MAN2A1 | 1 |
| MAN2B2 | 1 |
| MANBA | 1 |
| MANF | 1 |
| MANSC1 | 1 |
| MAP1LC3A | 1 |
| MAP1S | 1 |
| MAP2K1 | 1 |
| MAP2K3 | 1 |
| MAP2K4 | 1 |
| MAP2K6 | 1 |
| MAP2K7 | 1 |
| MAP3K1 | 1 |
| MAP3K3 | 1 |
| MAP3K7CL | 1 |
| MAPK1 | 1 |
| MAPK10 | 1 |
| MAPK15 | 1 |
| MAPK1IP1L | 1 |
| MAPK7 | 1 |
| MAPK8 | 1 |
| MAPKAPK5 | 1 |
| MAPRE2 | 1 |
| MAPT | 1 |
| MAST3 | 1 |
| MAT2A | 1 |
| MATN1 | 1 |
| MATN2 | 1 |
| MATR3 | 1 |
| MAX | 1 |
| MAZ | 1 |
| MBD1 | 1 |
| MBD3 | 1 |
| MBL2 | 1 |
| MBLAC2 | 1 |
| MBNL2 | 1 |
| MBOAT2 | 1 |
| MBOAT4 | 1 |
| MC2R | 1 |
| MC3R | 1 |
| MC5R | 1 |
| MCF2 | 1 |
| MCFD2 | 1 |
| MCM3 | 1 |
| MCM4 | 1 |
| MCM9 | 1 |
| MCRIP1 | 1 |
| MCTP2 | 1 |
| MDFI | 1 |
| MDH1 | 1 |
| MDM1 | 1 |
| ME2 | 1 |
| MEAF6 | 1 |
| MED12 | 1 |
| MED14 | 1 |
| MED16 | 1 |
| MED19 | 1 |
| MED31 | 1 |
| MED8 | 1 |
| MEFV | 1 |
| MEIG1 | 1 |
| MEIS1 | 1 |
| MEMO1 | 1 |
| MEOX1 | 1 |
| MEOX2 | 1 |
| MEP1B | 1 |
| METAP1D | 1 |
| METRN | 1 |
| METTL14 | 1 |
| METTL15 | 1 |
| METTL16 | 1 |
| METTL21A | 1 |
| METTL4 | 1 |
| METTL6 | 1 |
| MEX3C | 1 |
| MFAP1 | 1 |
| MFAP3L | 1 |
| MFAP4 | 1 |
| MFAP5 | 1 |
| MFSD1 | 1 |
| MFSD14B | 1 |
| MFSD6 | 1 |
| MGAT1 | 1 |
| MGAT2 | 1 |
| MGAT4D | 1 |
| MGAT5 | 1 |
| MGRN1 | 1 |
| MIA3 | 1 |
| MIB2 | 1 |
| MICA | 1 |
| MICAL1 | 1 |
| MICALL1 | 1 |
| MID1IP1 | 1 |
| MIDN | 1 |
| MIF4GD | 1 |
| MIGA2 | 1 |
| MIOX | 1 |
| MIP | 1 |
| MIPEP | 1 |
| MIS12 | 1 |
| MIS18A | 1 |
| MIXL1 | 1 |
| MKRN2 | 1 |
| MKRN2OS | 1 |
| MLEC | 1 |
| MLH1 | 1 |
| MLLT1 | 1 |
| MMADHC | 1 |
| MMP13 | 1 |
| MMP16 | 1 |
| MMP21 | 1 |
| MMP23B | 1 |
| MMP25 | 1 |
| MMP26 | 1 |
| MMP9 | 1 |
| MMS22L | 1 |
| MMUT | 1 |
| MN1 | 1 |
| MNAT1 | 1 |
| MOB4 | 1 |
| MOCOS | 1 |
| MOGS | 1 |
| MOK | 1 |
| MON1A | 1 |
| MON2 | 1 |
| MORC3 | 1 |
| MORN3 | 1 |
| MOSPD2 | 1 |
| MOSPD3 | 1 |
| MPC2 | 1 |
| MPHOSPH9 | 1 |
| MPI | 1 |
| MPIG6B | 1 |
| MPND | 1 |
| MPO | 1 |
| MPP1 | 1 |
| MPP2 | 1 |
| MPP4 | 1 |
| MPP7 | 1 |
| MPPED1 | 1 |
| MPST | 1 |
| MPV17 | 1 |
| MPV17L2 | 1 |
| MRAP | 1 |
| MRC2 | 1 |
| MRGBP | 1 |
| MRGPRF | 1 |
| MRGPRG | 1 |
| MROH6 | 1 |
| MROH7 | 1 |
| MRPL15 | 1 |
| MRPL23 | 1 |
| MRPL28 | 1 |
| MRPL41 | 1 |
| MRPL46 | 1 |
| MRPL49 | 1 |
| MRPL55 | 1 |
| MRPS15 | 1 |
| MRPS33 | 1 |
| MRPS36 | 1 |
| MRPS9 | 1 |
| MS4A1 | 1 |
| MS4A5 | 1 |
| MS4A7 | 1 |
| MSANTD2 | 1 |
| MSANTD3 | 1 |
| MSC | 1 |
| MSH3 | 1 |
| MSH6 | 1 |
| MSI1 | 1 |
| MSL1 | 1 |
| MSL2 | 1 |
| MSMP | 1 |
| MSRA | 1 |
| MSRB2 | 1 |
| MSRB3 | 1 |
| MT1B | 1 |
| MTAP | 1 |
| MTBP | 1 |
| MTERF1 | 1 |
| MTERF2 | 1 |
| MTERF3 | 1 |
| MTHFD1L | 1 |
| MTHFSD | 1 |
| MTMR11 | 1 |
| MTMR4 | 1 |
| MTR | 1 |
| MTSS1 | 1 |
| MTSS2 | 1 |
| MTURN | 1 |
| MTX2 | 1 |
| MUC21 | 1 |
| MUTYH | 1 |
| MX1 | 1 |
| MXD1 | 1 |
| MXRA7 | 1 |
| MXRA8 | 1 |
| MYB | 1 |
| MYBL1 | 1 |
| MYC | 1 |
| MYCBPAP | 1 |
| MYCN | 1 |
| MYCT1 | 1 |
| MYDGF | 1 |
| MYEF2 | 1 |
| MYF5 | 1 |
| MYH1 | 1 |
| MYH11 | 1 |
| MYH14 | 1 |
| MYH8 | 1 |
| MYH9 | 1 |
| MYL12B | 1 |
| MYL2 | 1 |
| MYL3 | 1 |
| MYL6B | 1 |
| MYLK | 1 |
| MYLPF | 1 |
| MYNN | 1 |
| MYO16 | 1 |
| MYO19 | 1 |
| MYO1D | 1 |
| MYO1E | 1 |
| MYO1F | 1 |
| MYO1G | 1 |
| MYO3B | 1 |
| MYO5A | 1 |
| MYOC | 1 |
| MYRIP | 1 |
| MYSM1 | 1 |
| MZB1 | 1 |
| NAA25 | 1 |
| NAA50 | 1 |
| NAALADL1 | 1 |
| NACA | 1 |
| NAIF1 | 1 |
| NALCN | 1 |
| NALF2 | 1 |
| NANOS3 | 1 |
| NANS | 1 |
| NAP1L1 | 1 |
| NAP1L2 | 1 |
| NAPEPLD | 1 |
| NAPRT | 1 |
| NARF | 1 |
| NARS1 | 1 |
| NARS2 | 1 |
| NAT10 | 1 |
| NAT14 | 1 |
| NAT16 | 1 |
| NAT8 | 1 |
| NAT8L | 1 |
| NAV3 | 1 |
| NAXE | 1 |
| NBEAL1 | 1 |
| NBEAL2 | 1 |
| NBN | 1 |
| NCAPG | 1 |
| NCAPH | 1 |
| NCBP3 | 1 |
| NCDN | 1 |
| NCF1 | 1 |
| NCK1 | 1 |
| NCKAP5 | 1 |
| NCOA7 | 1 |
| NCOR1 | 1 |
| NCOR2 | 1 |
| NCR1 | 1 |
| NDC80 | 1 |
| NDEL1 | 1 |
| NDRG4 | 1 |
| NDST2 | 1 |
| NDUFA1 | 1 |
| NDUFA12 | 1 |
| NDUFA4L2 | 1 |
| NDUFAF1 | 1 |
| NDUFAF6 | 1 |
| NDUFAF8 | 1 |
| NDUFB1 | 1 |
| NDUFS1 | 1 |
| NEBL | 1 |
| NECTIN1 | 1 |
| NECTIN4 | 1 |
| NEDD1 | 1 |
| NEGR1 | 1 |
| NEK1 | 1 |
| NEK2 | 1 |
| NEK3 | 1 |
| NELFB | 1 |
| NELFCD | 1 |
| NETO2 | 1 |
| NEUROD1 | 1 |
| NEUROD4 | 1 |
| NFE2L3 | 1 |
| NFIB | 1 |
| NFKBID | 1 |
| NFRKB | 1 |
| NFU1 | 1 |
| NFXL1 | 1 |
| NFYB | 1 |
| NHLRC2 | 1 |
| NHLRC3 | 1 |
| NIBAN3 | 1 |
| NIF3L1 | 1 |
| NIPAL4 | 1 |
| NIPSNAP3A | 1 |
| NKAP | 1 |
| NKD1 | 1 |
| NKIRAS2 | 1 |
| NKX2-2 | 1 |
| NKX2-3 | 1 |
| NKX3-2 | 1 |
| NKX6-1 | 1 |
| NLGN3 | 1 |
| NLGN4X | 1 |
| NLK | 1 |
| NLN | 1 |
| NLRC5 | 1 |
| NLRP14 | 1 |
| NLRP3 | 1 |
| NLRP6 | 1 |
| NMBR | 1 |
| NME7 | 1 |
| NMNAT2 | 1 |
| NMUR2 | 1 |
| NNAT | 1 |
| NOCT | 1 |
| NOD2 | 1 |
| NOG | 1 |
| NOL4L | 1 |
| NOL6 | 1 |
| NOL9 | 1 |
| NONO | 1 |
| NOP10 | 1 |
| NOP14 | 1 |
| NOP53 | 1 |
| NOPCHAP1 | 1 |
| NOS3 | 1 |
| NOSIP | 1 |
| NOTUM | 1 |
| NOX4 | 1 |
| NOXA1 | 1 |
| NPNT | 1 |
| NPPB | 1 |
| NPR3 | 1 |
| NPY1R | 1 |
| NR1D2 | 1 |
| NR1H3 | 1 |
| NR1H4 | 1 |
| NR2C2 | 1 |
| NR2F1 | 1 |
| NR6A1 | 1 |
| NRAS | 1 |
| NRCAM | 1 |
| NRG2 | 1 |
| NRIP1 | 1 |
| NRP1 | 1 |
| NRROS | 1 |
| NRSN2 | 1 |
| NRXN3 | 1 |
| NSDHL | 1 |
| NSF | 1 |
| NSMAF | 1 |
| NSUN4 | 1 |
| NT5C1A | 1 |
| NT5C3A | 1 |
| NT5C3B | 1 |
| NT5DC2 | 1 |
| NTAN1 | 1 |
| NTMT1 | 1 |
| NTMT2 | 1 |
| NTN5 | 1 |
| NTNG1 | 1 |
| NTRK1 | 1 |
| NUBPL | 1 |
| NUDT2 | 1 |
| NUFIP2 | 1 |
| NUP107 | 1 |
| NUP153 | 1 |
| NUP160 | 1 |
| NUP205 | 1 |
| NUP210 | 1 |
| NUP214 | 1 |
| NUP54 | 1 |
| NUP62CL | 1 |
| NUP98 | 1 |
| NUPR1 | 1 |
| NUPR2 | 1 |
| NUTF2 | 1 |
| NUTM1 | 1 |
| NWD1 | 1 |
| NXF1 | 1 |
| NXNL2 | 1 |
| NXPH1 | 1 |
| NXPH3 | 1 |
| NYAP2 | 1 |
| OAS2 | 1 |
| OAT | 1 |
| OCEL1 | 1 |
| ODF3B | 1 |
| OFD1 | 1 |
| OGDH | 1 |
| OGFR | 1 |
| OGN | 1 |
| OIP5 | 1 |
| OLA1 | 1 |
| OLAH | 1 |
| OLFM1 | 1 |
| OLFM2 | 1 |
| OLFML2B | 1 |
| OLFML3 | 1 |
| OMA1 | 1 |
| ONECUT1 | 1 |
| OOEP | 1 |
| OPHN1 | 1 |
| OPN1LW | 1 |
| OPN3 | 1 |
| OPRD1 | 1 |
| OPTC | 1 |
| ORAI2 | 1 |
| ORC1 | 1 |
| ORM1 | 1 |
| OSBPL2 | 1 |
| OSGEP | 1 |
| OSR1 | 1 |
| OTOF | 1 |
| OTP | 1 |
| OTUB2 | 1 |
| OTUD6A | 1 |
| OTULIN | 1 |
| OTULINL | 1 |
| OVOL2 | 1 |
| OXR1 | 1 |
| P2RX4 | 1 |
| P2RX5 | 1 |
| P2RX6 | 1 |
| P2RX7 | 1 |
| P2RY10 | 1 |
| P2RY11 | 1 |
| P2RY8 | 1 |
| PAAF1 | 1 |
| PABIR2 | 1 |
| PABPC3 | 1 |
| PABPC4 | 1 |
| PABPN1L | 1 |
| PACSIN2 | 1 |
| PAIP2 | 1 |
| PAK4 | 1 |
| PALB2 | 1 |
| PANK1 | 1 |
| PANX2 | 1 |
| PAPSS1 | 1 |
| PAPSS2 | 1 |
| PAQR5 | 1 |
| PAQR6 | 1 |
| PARD3 | 1 |
| PARD3B | 1 |
| PARP1 | 1 |
| PARP11 | 1 |
| PARVG | 1 |
| PATL1 | 1 |
| PATZ1 | 1 |
| PAWR | 1 |
| PAX3 | 1 |
| PBXIP1 | 1 |
| PCBD2 | 1 |
| PCBP2 | 1 |
| PCBP4 | 1 |
| PCDH11X | 1 |
| PCDH15 | 1 |
| PCDH19 | 1 |
| PCDH20 | 1 |
| PCDHA11 | 1 |
| PCDHA2 | 1 |
| PCDHA8 | 1 |
| PCDHAC1 | 1 |
| PCDHB16 | 1 |
| PCDHB2 | 1 |
| PCDHB8 | 1 |
| PCDHGA1 | 1 |
| PCDHGA11 | 1 |
| PCDHGA12 | 1 |
| PCDHGB2 | 1 |
| PCDHGB6 | 1 |
| PCDHGC3 | 1 |
| PCDHGC5 | 1 |
| PCGF1 | 1 |
| PCGF2 | 1 |
| PCGF5 | 1 |
| PCMTD2 | 1 |
| PCNX3 | 1 |
| PCP2 | 1 |
| PCP4 | 1 |
| PCSK5 | 1 |
| PCYT1B | 1 |
| PDC | 1 |
| PDCD5 | 1 |
| PDCD6 | 1 |
| PDCL3 | 1 |
| PDE1B | 1 |
| PDE3B | 1 |
| PDE6A | 1 |
| PDE6B | 1 |
| PDE6C | 1 |
| PDE6G | 1 |
| PDE6H | 1 |
| PDE7A | 1 |
| PDE7B | 1 |
| PDE8B | 1 |
| 1 | |
| PDGFRA | 1 |
| PDGFRL | 1 |
| PDIA4 | 1 |
| PDIA6 | 1 |
| PDILT | 1 |
| PDK2 | 1 |
| PDK3 | 1 |
| PDLIM1 | 1 |
| PDLIM4 | 1 |
| PDLIM5 | 1 |
| PDSS1 | 1 |
| PDX1 | 1 |
| PDXK | 1 |
| PDZD11 | 1 |
| PEAR1 | 1 |
| PEDS1 | 1 |
| PEG10 | 1 |
| PELP1 | 1 |
| PEMT | 1 |
| PENK | 1 |
| PEPD | 1 |
| PER1 | 1 |
| PFDN1 | 1 |
| PFKFB1 | 1 |
| PFKM | 1 |
| PGAM1 | 1 |
| PGAM5 | 1 |
| PGD | 1 |
| PGK1 | 1 |
| PGLYRP3 | 1 |
| PGP | 1 |
| PHACTR2 | 1 |
| PHF11 | 1 |
| PHF21A | 1 |
| PHF8 | 1 |
| PHGDH | 1 |
| PHLDA1 | 1 |
| PHOSPHO1 | 1 |
| PHYH | 1 |
| PI4K2B | 1 |
| PIAS3 | 1 |
| PIBF1 | 1 |
| PIGA | 1 |
| PIGC | 1 |
| PIGF | 1 |
| PIGK | 1 |
| PIGW | 1 |
| PIK3AP1 | 1 |
| PIK3C2A | 1 |
| PIK3CD | 1 |
| PIK3CG | 1 |
| PINX1 | 1 |
| PIP | 1 |
| PITPNA | 1 |
| PITPNB | 1 |
| PITRM1 | 1 |
| PITX1 | 1 |
| PITX3 | 1 |
| PIWIL1 | 1 |
| PKD1 | 1 |
| PKD2L1 | 1 |
| PKD2L2 | 1 |
| PKHD1L1 | 1 |
| PKM | 1 |
| PKN2 | 1 |
| PKN3 | 1 |
| PKP3 | 1 |
| PLA2G4A | 1 |
| PLA2G4D | 1 |
| PLA2G4F | 1 |
| PLAAT4 | 1 |
| PLAG1 | 1 |
| PLAGL1 | 1 |
| PLBD2 | 1 |
| PLCB3 | 1 |
| PLCD1 | 1 |
| PLCG1 | 1 |
| PLCZ1 | 1 |
| PLEK2 | 1 |
| PLEKHA4 | 1 |
| PLEKHG3 | 1 |
| PLEKHG5 | 1 |
| PLEKHG6 | 1 |
| PLEKHO2 | 1 |
| PLIN5 | 1 |
| PLK1 | 1 |
| PLK2 | 1 |
| PLOD3 | 1 |
| PLPBP | 1 |
| PLPP7 | 1 |
| PLPPR2 | 1 |
| PLPPR3 | 1 |
| PLPPR4 | 1 |
| PLXDC1 | 1 |
| PLXNA4 | 1 |
| PLXNB1 | 1 |
| PLXNB2 | 1 |
| PLXND1 | 1 |
| PMCH | 1 |
| PMM1 | 1 |
| PNLDC1 | 1 |
| PNO1 | 1 |
| PNPLA3 | 1 |
| PNPO | 1 |
| PNRC1 | 1 |
| POC5 | 1 |
| PODNL1 | 1 |
| POFUT2 | 1 |
| POLD4 | 1 |
| POLG | 1 |
| POLI | 1 |
| POLQ | 1 |
| POLR1B | 1 |
| POLR1C | 1 |
| POLR2B | 1 |
| POLR2E | 1 |
| POLR2I | 1 |
| POLR3D | 1 |
| POLR3E | 1 |
| POM121L12 | 1 |
| POMK | 1 |
| PON1 | 1 |
| POP1 | 1 |
| POSTN | 1 |
| POU2F1 | 1 |
| POU2F2 | 1 |
| POU3F3 | 1 |
| PPA1 | 1 |
| PPARG | 1 |
| PPBP | 1 |
| PPFIA2 | 1 |
| PPID | 1 |
| PPIL1 | 1 |
| PPIL6 | 1 |
| PPM1B | 1 |
| PPM1D | 1 |
| PPM1M | 1 |
| PPP1CA | 1 |
| PPP1R12B | 1 |
| PPP1R16A | 1 |
| PPP1R1B | 1 |
| PPP1R2 | 1 |
| PPP1R27 | 1 |
| PPP1R32 | 1 |
| PPP1R37 | 1 |
| PPP1R3A | 1 |
| PPP1R3B | 1 |
| PPP2CB | 1 |
| PPP2R5C | 1 |
| PPP2R5D | 1 |
| PPP2R5E | 1 |
| PPP3CA | 1 |
| PPP4C | 1 |
| PPP4R4 | 1 |
| PPP6R2 | 1 |
| PPP6R3 | 1 |
| PPT2 | 1 |
| PQBP1 | 1 |
| PRC1 | 1 |
| PRCD | 1 |
| PRDM7 | 1 |
| PRDM9 | 1 |
| PRELID2 | 1 |
| PRELID3B | 1 |
| PRG4 | 1 |
| PRICKLE1 | 1 |
| PRICKLE4 | 1 |
| PRIMA1 | 1 |
| PRKAA1 | 1 |
| PRKACB | 1 |
| PRKAG1 | 1 |
| PRKAR2B | 1 |
| PRKCA | 1 |
| PRKCB | 1 |
| PRKCG | 1 |
| PRKD1 | 1 |
| PRKD3 | 1 |
| PRKRIP1 | 1 |
| PRKX | 1 |
| PRM2 | 1 |
| PRMT3 | 1 |
| PRMT5 | 1 |
| PRODH | 1 |
| PRODH2 | 1 |
| PRORP | 1 |
| PROS1 | 1 |
| PROSER1 | 1 |
| PROX1 | 1 |
| PRPF40A | 1 |
| PRPF40B | 1 |
| PRPH | 1 |
| PRPH2 | 1 |
| PRPS1 | 1 |
| PRR18 | 1 |
| PRR23A | 1 |
| PRR27 | 1 |
| PRR30 | 1 |
| PRR35 | 1 |
| PRRG3 | 1 |
| PRRG4 | 1 |
| PRSS12 | 1 |
| PRSS16 | 1 |
| PRSS23 | 1 |
| PRSS37 | 1 |
| PRSS38 | 1 |
| PRSS48 | 1 |
| PRSS50 | 1 |
| PRSS58 | 1 |
| PSAT1 | 1 |
| PSD | 1 |
| PSD2 | 1 |
| PSG6 | 1 |
| PSG8 | 1 |
| PSMA1 | 1 |
| PSMA2 | 1 |
| PSMC1 | 1 |
| PSMC3IP | 1 |
| PSMC4 | 1 |
| PSMD1 | 1 |
| PSMD9 | 1 |
| PSME2 | 1 |
| PSME3 | 1 |
| PSME4 | 1 |
| PSMG1 | 1 |
| PSORS1C2 | 1 |
| PSPN | 1 |
| PSRC1 | 1 |
| PSTK | 1 |
| PTCD2 | 1 |
| PTCHD4 | 1 |
| PTGES | 1 |
| PTGES3 | 1 |
| PTGFR | 1 |
| PTHLH | 1 |
| PTK2B | 1 |
| PTK6 | 1 |
| PTMS | 1 |
| PTN | 1 |
| PTPMT1 | 1 |
| PTPN11 | 1 |
| PTPN13 | 1 |
| PTPN18 | 1 |
| PTPN9 | 1 |
| PTPRB | 1 |
| PTPRCAP | 1 |
| PTPRS | 1 |
| PTRH2 | 1 |
| PTRHD1 | 1 |
| PTTG1 | 1 |
| PTTG1IP | 1 |
| PUM2 | 1 |
| PURA | 1 |
| PUS10 | 1 |
| PUS7L | 1 |
| PWP2 | 1 |
| PWWP3B | 1 |
| PXDC1 | 1 |
| PXMP2 | 1 |
| PXN | 1 |
| PYCARD | 1 |
| PYGB | 1 |
| PYGM | 1 |
| PYROXD1 | 1 |
| QDPR | 1 |
| QPCT | 1 |
| QRICH1 | 1 |
| QSOX1 | 1 |
| R3HDM4 | 1 |
| R3HDML | 1 |
| RAB11B | 1 |
| RAB18 | 1 |
| RAB1A | 1 |
| RAB24 | 1 |
| RAB26 | 1 |
| RAB30 | 1 |
| RAB40AL | 1 |
| RAB41 | 1 |
| RAB5A | 1 |
| RAB5B | 1 |
| RAB6A | 1 |
| RAB8A | 1 |
| RAB9B | 1 |
| RABEP1 | 1 |
| RAD17 | 1 |
| RAD21L1 | 1 |
| RAD51 | 1 |
| RAG2 | 1 |
| RAI1 | 1 |
| RALGPS1 | 1 |
| RALYL | 1 |
| RAMP3 | 1 |
| RANGAP1 | 1 |
| RAPGEF1 | 1 |
| RAPGEF5 | 1 |
| RARB | 1 |
| RARS1 | 1 |
| RARS2 | 1 |
| RASA3 | 1 |
| RASD1 | 1 |
| RASL11A | 1 |
| RASSF5 | 1 |
| RASSF9 | 1 |
| RAVER1 | 1 |
| RB1CC1 | 1 |
| RBBP4 | 1 |
| RBBP7 | 1 |
| RBFOX1 | 1 |
| RBM10 | 1 |
| RBM11 | 1 |
| RBM14 | 1 |
| RBM19 | 1 |
| RBM23 | 1 |
| RBM34 | 1 |
| RBM6 | 1 |
| RBM7 | 1 |
| RBP4 | 1 |
| RBPJL | 1 |
| RCHY1 | 1 |
| RCN3 | 1 |
| RCOR3 | 1 |
| RCVRN | 1 |
| RD3 | 1 |
| RDH11 | 1 |
| RDH14 | 1 |
| RDH16 | 1 |
| RDH5 | 1 |
| REEP2 | 1 |
| REEP4 | 1 |
| REL | 1 |
| RELCH | 1 |
| REPS1 | 1 |
| RETREG3 | 1 |
| RETSAT | 1 |
| REX1BD | 1 |
| REXO5 | 1 |
| RFC2 | 1 |
| RFC4 | 1 |
| RFC5 | 1 |
| RFLNA | 1 |
| RFPL4B | 1 |
| RFTN1 | 1 |
| RFTN2 | 1 |
| RFWD3 | 1 |
| RFXANK | 1 |
| RGS1 | 1 |
| RGS13 | 1 |
| RGS17 | 1 |
| RGS18 | 1 |
| RGS2 | 1 |
| RGS21 | 1 |
| RGS22 | 1 |
| RGS4 | 1 |
| RGS7BP | 1 |
| RGS8 | 1 |
| RGS9 | 1 |
| RHBDD1 | 1 |
| RHBDD2 | 1 |
| RHBDF1 | 1 |
| RHBDF2 | 1 |
| RHCE | 1 |
| RHEBL1 | 1 |
| RHEX | 1 |
| RHNO1 | 1 |
| RHOA | 1 |
| RHOBTB3 | 1 |
| RHOC | 1 |
| RHOF | 1 |
| RHOG | 1 |
| RHOXF1 | 1 |
| RHPN1 | 1 |
| RIF1 | 1 |
| RIIAD1 | 1 |
| RILPL2 | 1 |
| RIMBP2 | 1 |
| RIMS3 | 1 |
| RIMS4 | 1 |
| RIN2 | 1 |
| RIOK3 | 1 |
| RIPOR1 | 1 |
| RIPOR3 | 1 |
| RIPPLY2 | 1 |
| RIT2 | 1 |
| RLBP1 | 1 |
| RLN1 | 1 |
| RLN2 | 1 |
| RMND5A | 1 |
| RMND5B | 1 |
| RNASE10 | 1 |
| RNASE7 | 1 |
| RNASE8 | 1 |
| RNASEH2A | 1 |
| RNASEH2B | 1 |
| RNASET2 | 1 |
| RNF10 | 1 |
| RNF112 | 1 |
| RNF133 | 1 |
| RNF138 | 1 |
| RNF148 | 1 |
| RNF167 | 1 |
| RNF168 | 1 |
| RNF170 | 1 |
| RNF180 | 1 |
| RNF185 | 1 |
| RNF207 | 1 |
| RNF212B | 1 |
| RNF213 | 1 |
| RNF39 | 1 |
| RNF5 | 1 |
| RNF6 | 1 |
| RNFT2 | 1 |
| RNGTT | 1 |
| RNLS | 1 |
| ROBO2 | 1 |
| ROGDI | 1 |
| RP1 | 1 |
| RP1L1 | 1 |
| RP2 | 1 |
| RP9 | 1 |
| RPA4 | 1 |
| RPH3AL | 1 |
| RPIA | 1 |
| RPL15 | 1 |
| RPL30 | 1 |
| RPL38 | 1 |
| RPL4 | 1 |
| RPLP1 | 1 |
| RPN2 | 1 |
| RPP25L | 1 |
| RPRD1A | 1 |
| RPRD2 | 1 |
| RPRML | 1 |
| RPS25 | 1 |
| RPS3 | 1 |
| RPS6KA4 | 1 |
| RPS6KB1 | 1 |
| RPUSD4 | 1 |
| RRAS | 1 |
| RRBP1 | 1 |
| RRM1 | 1 |
| RRM2 | 1 |
| RRN3 | 1 |
| RRP12 | 1 |
| RSBN1 | 1 |
| RSC1A1 | 1 |
| RSPH1 | 1 |
| RSPH4A | 1 |
| RSPO2 | 1 |
| RTCA | 1 |
| RTEL1 | 1 |
| RTKN | 1 |
| RTL1 | 1 |
| RTL6 | 1 |
| RTL8C | 1 |
| RTN4 | 1 |
| RTN4R | 1 |
| RUNDC1 | 1 |
| RUNDC3A | 1 |
| RUNX3 | 1 |
| RUSC1 | 1 |
| RUSC2 | 1 |
| RWDD2B | 1 |
| RWDD3 | 1 |
| S100A12 | 1 |
| S100A16 | 1 |
| S100A2 | 1 |
| S100A3 | 1 |
| S100A8 | 1 |
| S100B | 1 |
| S100G | 1 |
| S100PBP | 1 |
| S1PR3 | 1 |
| S1PR5 | 1 |
| SAA4 | 1 |
| SAFB | 1 |
| SALL1 | 1 |
| SALL3 | 1 |
| SAMD14 | 1 |
| SAMD4B | 1 |
| SAR1B | 1 |
| SARAF | 1 |
| SARNP | 1 |
| SASH1 | 1 |
| SASH3 | 1 |
| SATB1 | 1 |
| SATB2 | 1 |
| SATL1 | 1 |
| SAV1 | 1 |
| SBDS | 1 |
| SBK1 | 1 |
| SBNO1 | 1 |
| SBSN | 1 |
| SCAF8 | 1 |
| SCAMP2 | 1 |
| SCARB2 | 1 |
| SCARF1 | 1 |
| SCD5 | 1 |
| SCFD2 | 1 |
| SCGB2A1 | 1 |
| SCGB3A1 | 1 |
| SCIMP | 1 |
| SCML1 | 1 |
| SCN11A | 1 |
| SCN3A | 1 |
| SCN9A | 1 |
| SCNM1 | 1 |
| SCPEP1 | 1 |
| SCRN2 | 1 |
| SCRT2 | 1 |
| SDC3 | 1 |
| SDCCAG8 | 1 |
| SDF2L1 | 1 |
| SDHB | 1 |
| SEC13 | 1 |
| SEC14L4 | 1 |
| SEC22A | 1 |
| SEC23IP | 1 |
| SEC24C | 1 |
| SEC61A1 | 1 |
| SEC61B | 1 |
| SEL1L2 | 1 |
| SELENOW | 1 |
| SEMA3D | 1 |
| SEMA4F | 1 |
| SEMA4G | 1 |
| SEMA6B | 1 |
| SENP2 | 1 |
| SEPSECS | 1 |
| SERHL2 | 1 |
| SERINC1 | 1 |
| SERINC5 | 1 |
| SERPINA5 | 1 |
| SERPINA7 | 1 |
| SERPINB4 | 1 |
| SERPINB6 | 1 |
| SERPINB7 | 1 |
| SERPINC1 | 1 |
| SERPINE2 | 1 |
| SERPINF2 | 1 |
| SERTAD3 | 1 |
| SET | 1 |
| SETD1A | 1 |
| SETD5 | 1 |
| SETDB1 | 1 |
| SETDB2 | 1 |
| SETMAR | 1 |
| SF3A1 | 1 |
| SF3B3 | 1 |
| SFPQ | 1 |
| SFRP2 | 1 |
| SFRP5 | 1 |
| SFTPA1 | 1 |
| SFXN3 | 1 |
| SFXN5 | 1 |
| SGTB | 1 |
| SH2B1 | 1 |
| SH2D3A | 1 |
| SH2D3C | 1 |
| SH3BP2 | 1 |
| SH3D19 | 1 |
| SH3D21 | 1 |
| SH3TC2 | 1 |
| SHARPIN | 1 |
| SHB | 1 |
| SHC3 | 1 |
| SHOC1 | 1 |
| SHROOM2 | 1 |
| SHTN1 | 1 |
| SIAH3 | 1 |
| SIGLEC11 | 1 |
| SIGLEC9 | 1 |
| SIKE1 | 1 |
| SIRPB1 | 1 |
| SIRT3 | 1 |
| SIRT6 | 1 |
| SIX2 | 1 |
| SKA2 | 1 |
| SKIL | 1 |
| SKOR1 | 1 |
| SLBP | 1 |
| SLC12A4 | 1 |
| SLC12A6 | 1 |
| SLC12A9 | 1 |
| SLC13A4 | 1 |
| SLC13A5 | 1 |
| SLC14A2 | 1 |
| SLC15A4 | 1 |
| SLC16A10 | 1 |
| SLC16A11 | 1 |
| SLC16A12 | 1 |
| SLC16A2 | 1 |
| SLC16A4 | 1 |
| SLC16A6 | 1 |
| SLC1A1 | 1 |
| SLC1A3 | 1 |
| SLC1A6 | 1 |
| SLC1A7 | 1 |
| SLC22A12 | 1 |
| SLC22A13 | 1 |
| SLC22A15 | 1 |
| SLC22A25 | 1 |
| SLC22A6 | 1 |
| SLC22A8 | 1 |
| SLC24A1 | 1 |
| SLC24A2 | 1 |
| SLC25A12 | 1 |
| SLC25A13 | 1 |
| SLC25A14 | 1 |
| SLC25A15 | 1 |
| SLC25A23 | 1 |
| SLC25A27 | 1 |
| SLC25A28 | 1 |
| SLC25A30 | 1 |
| SLC25A4 | 1 |
| SLC25A41 | 1 |
| SLC25A42 | 1 |
| SLC25A46 | 1 |
| SLC26A1 | 1 |
| SLC26A8 | 1 |
| SLC29A1 | 1 |
| SLC2A2 | 1 |
| SLC30A5 | 1 |
| SLC30A6 | 1 |
| SLC30A8 | 1 |
| SLC31A2 | 1 |
| SLC35B2 | 1 |
| SLC35E3 | 1 |
| SLC35G5 | 1 |
| SLC37A1 | 1 |
| SLC38A6 | 1 |
| SLC39A11 | 1 |
| SLC39A12 | 1 |
| SLC39A13 | 1 |
| SLC39A5 | 1 |
| SLC39A6 | 1 |
| SLC40A1 | 1 |
| SLC43A3 | 1 |
| SLC44A4 | 1 |
| SLC44A5 | 1 |
| SLC45A4 | 1 |
| SLC4A1 | 1 |
| SLC4A2 | 1 |
| SLC4A7 | 1 |
| SLC4A9 | 1 |
| SLC5A10 | 1 |
| SLC5A11 | 1 |
| SLC5A12 | 1 |
| SLC6A11 | 1 |
| SLC6A14 | 1 |
| SLC6A16 | 1 |
| SLC6A2 | 1 |
| SLC6A5 | 1 |
| SLC7A1 | 1 |
| SLC7A13 | 1 |
| SLC7A6OS | 1 |
| SLC7A9 | 1 |
| SLC8A1 | 1 |
| SLCO2A1 | 1 |
| SLCO3A1 | 1 |
| SLCO4A1 | 1 |
| SLCO5A1 | 1 |
| SLCO6A1 | 1 |
| SLITRK5 | 1 |
| SLMAP | 1 |
| SLURP2 | 1 |
| SMAP1 | 1 |
| SMARCA2 | 1 |
| SMARCA4 | 1 |
| SMARCAD1 | 1 |
| SMARCB1 | 1 |
| SMARCC1 | 1 |
| SMARCD1 | 1 |
| SMC1A | 1 |
| SMCO1 | 1 |
| SMCO2 | 1 |
| SMG6 | 1 |
| SMIM12 | 1 |
| SMIM17 | 1 |
| SMIM20 | 1 |
| SMIM9 | 1 |
| SMLR1 | 1 |
| SMPD3 | 1 |
| SMPDL3B | 1 |
| SMTNL2 | 1 |
| SMU1 | 1 |
| SMYD4 | 1 |
| SNAP25 | 1 |
| SNCAIP | 1 |
| SNN | 1 |
| SNPH | 1 |
| SNRK | 1 |
| SNRNP35 | 1 |
| SNRPA | 1 |
| SNTG2 | 1 |
| SNU13 | 1 |
| SNUPN | 1 |
| SNURF | 1 |
| SNX1 | 1 |
| SNX10 | 1 |
| SNX11 | 1 |
| SNX14 | 1 |
| SNX18 | 1 |
| SNX2 | 1 |
| SNX20 | 1 |
| SNX21 | 1 |
| SNX24 | 1 |
| SNX30 | 1 |
| SNX33 | 1 |
| SNX5 | 1 |
| SNX6 | 1 |
| SNX7 | 1 |
| SNX8 | 1 |
| SNX9 | 1 |
| SOCS1 | 1 |
| SOCS4 | 1 |
| SOCS7 | 1 |
| SOHLH2 | 1 |
| SORBS2 | 1 |
| SORCS3 | 1 |
| SOS2 | 1 |
| SOX1 | 1 |
| SOX30 | 1 |
| SOX7 | 1 |
| SP110 | 1 |
| SP2 | 1 |
| SP3 | 1 |
| SPA17 | 1 |
| SPAG6 | 1 |
| SPAG7 | 1 |
| SPANXN2 | 1 |
| SPATA20 | 1 |
| SPATA24 | 1 |
| SPATA25 | 1 |
| SPATA2L | 1 |
| SPATA31D1 | 1 |
| SPATA32 | 1 |
| SPATA8 | 1 |
| SPC25 | 1 |
| SPCS1 | 1 |
| SPCS3 | 1 |
| SPDYA | 1 |
| SPECC1L | 1 |
| SPEG | 1 |
| SPEM1 | 1 |
| SPG21 | 1 |
| SPG7 | 1 |
| SPHKAP | 1 |
| SPI1 | 1 |
| SPIB | 1 |
| SPIN1 | 1 |
| SPINK1 | 1 |
| SPINK14 | 1 |
| SPINK4 | 1 |
| SPINK5 | 1 |
| SPINK6 | 1 |
| SPINT2 | 1 |
| SPINT4 | 1 |
| SPN | 1 |
| SPNS1 | 1 |
| SPNS2 | 1 |
| SPOUT1 | 1 |
| SPPL2C | 1 |
| SPRED2 | 1 |
| SPRR2G | 1 |
| SPRY2 | 1 |
| SPRY3 | 1 |
| SPRY4 | 1 |
| SPRYD7 | 1 |
| SPSB3 | 1 |
| SPTA1 | 1 |
| SPTAN1 | 1 |
| SPTBN1 | 1 |
| SPTLC3 | 1 |
| SPX | 1 |
| SRARP | 1 |
| SRBD1 | 1 |
| SREBF1 | 1 |
| SRF | 1 |
| SRGAP1 | 1 |
| SRP14 | 1 |
| SRP54 | 1 |
| SRP68 | 1 |
| SRP72 | 1 |
| SRP9 | 1 |
| SRPK3 | 1 |
| SRPX | 1 |
| SRPX2 | 1 |
| SRR | 1 |
| SRRD | 1 |
| SRRM1 | 1 |
| SRRM4 | 1 |
| SRSF10 | 1 |
| SRSF5 | 1 |
| SSBP4 | 1 |
| SSMEM1 | 1 |
| SSR1 | 1 |
| SSR2 | 1 |
| SST | 1 |
| SSTR5 | 1 |
| SSU72 | 1 |
| SSX2IP | 1 |
| SSX7 | 1 |
| ST14 | 1 |
| ST3GAL2 | 1 |
| ST3GAL4 | 1 |
| ST3GAL5 | 1 |
| ST6GAL1 | 1 |
| ST6GALNAC2 | 1 |
| ST6GALNAC6 | 1 |
| ST8SIA6 | 1 |
| STAB1 | 1 |
| STAC3 | 1 |
| STAM | 1 |
| STAP2 | 1 |
| STARD3 | 1 |
| STARD3NL | 1 |
| STAT5B | 1 |
| STATH | 1 |
| STIM2 | 1 |
| STIMATE | 1 |
| STK10 | 1 |
| STK11 | 1 |
| STK19 | 1 |
| STK24 | 1 |
| STK32B | 1 |
| STK32C | 1 |
| STMN3 | 1 |
| STOML3 | 1 |
| STON2 | 1 |
| STPG4 | 1 |
| STRAP | 1 |
| STRBP | 1 |
| STRIP2 | 1 |
| STRN4 | 1 |
| STS | 1 |
| STT3B | 1 |
| STUB1 | 1 |
| STUM | 1 |
| STX10 | 1 |
| STX16 | 1 |
| STX17 | 1 |
| STX1A | 1 |
| STX3 | 1 |
| STXBP4 | 1 |
| STXBP5 | 1 |
| STXBP6 | 1 |
| SUDS3 | 1 |
| SUGCT | 1 |
| SUGP1 | 1 |
| SUGT1 | 1 |
| SULT1C3 | 1 |
| SUMO1 | 1 |
| SUMO2 | 1 |
| SUMO3 | 1 |
| SUN1 | 1 |
| SUN3 | 1 |
| SUPT20H | 1 |
| SUPV3L1 | 1 |
| SURF4 | 1 |
| SURF6 | 1 |
| SUSD2 | 1 |
| SUV39H2 | 1 |
| SVBP | 1 |
| SYAP1 | 1 |
| SYF2 | 1 |
| SYK | 1 |
| SYMPK | 1 |
| SYNC | 1 |
| SYNCRIP | 1 |
| SYNDIG1 | 1 |
| SYNE2 | 1 |
| SYNE3 | 1 |
| SYNJ1 | 1 |
| SYNPO | 1 |
| SYNPR | 1 |
| SYT10 | 1 |
| SYT11 | 1 |
| SYT13 | 1 |
| SYT14 | 1 |
| SYT8 | 1 |
| SZT2 | 1 |
| TAAR1 | 1 |
| TAAR8 | 1 |
| TAB1 | 1 |
| TAC1 | 1 |
| TACC3 | 1 |
| TACR2 | 1 |
| TACSTD2 | 1 |
| TAF11 | 1 |
| TAF1L | 1 |
| TAFA3 | 1 |
| TAFAZZIN | 1 |
| TAGAP | 1 |
| TAGLN3 | 1 |
| TAMALIN | 1 |
| TAOK2 | 1 |
| TARS1 | 1 |
| TAS2R13 | 1 |
| TAS2R14 | 1 |
| TAS2R19 | 1 |
| TAS2R4 | 1 |
| TAS2R60 | 1 |
| TAS2R7 | 1 |
| TATDN1 | 1 |
| TAX1BP1 | 1 |
| TAX1BP3 | 1 |
| TBC1D12 | 1 |
| TBC1D22B | 1 |
| TBC1D26 | 1 |
| TBC1D28 | 1 |
| TBC1D31 | 1 |
| TBC1D8B | 1 |
| TBCA | 1 |
| TBKBP1 | 1 |
| TBL1XR1 | 1 |
| TBL2 | 1 |
| TBX2 | 1 |
| TBX6 | 1 |
| TBXAS1 | 1 |
| TCEA2 | 1 |
| TCEAL2 | 1 |
| TCEAL6 | 1 |
| TCEAL7 | 1 |
| TCEANC | 1 |
| TCEANC2 | 1 |
| TCF21 | 1 |
| TCF3 | 1 |
| TCF7 | 1 |
| TCL1B | 1 |
| TCP11 | 1 |
| TCP11X2 | 1 |
| TCTN3 | 1 |
| TDRP | 1 |
| TEAD4 | 1 |
| TECTB | 1 |
| TEDDM1 | 1 |
| TEKT1 | 1 |
| TEKT5 | 1 |
| TENT5A | 1 |
| TEPP | 1 |
| TERB2 | 1 |
| TES | 1 |
| TESK2 | 1 |
| TET3 | 1 |
| TEX10 | 1 |
| TEX101 | 1 |
| TEX11 | 1 |
| TEX14 | 1 |
| TEX15 | 1 |
| TEX261 | 1 |
| TEX28 | 1 |
| TEX30 | 1 |
| TEX33 | 1 |
| TEX43 | 1 |
| TEX45 | 1 |
| TEX47 | 1 |
| TF | 1 |
| TFAP2B | 1 |
| TFB1M | 1 |
| TFEC | 1 |
| TFF1 | 1 |
| TFPI | 1 |
| TFR2 | 1 |
| TGFA | 1 |
| TGFBR2 | 1 |
| TGFBR3 | 1 |
| TGOLN2 | 1 |
| TGS1 | 1 |
| THAP1 | 1 |
| THAP11 | 1 |
| THAP2 | 1 |
| THAP3 | 1 |
| THBS2 | 1 |
| THEG | 1 |
| THNSL1 | 1 |
| THOP1 | 1 |
| THRA | 1 |
| THSD1 | 1 |
| THSD4 | 1 |
| TIAF1 | 1 |
| TICAM2 | 1 |
| TIGD5 | 1 |
| TIGD7 | 1 |
| TIGIT | 1 |
| TIMM10 | 1 |
| TIMM13 | 1 |
| TIMM17B | 1 |
| TIMM44 | 1 |
| TIMM8A | 1 |
| TIMM9 | 1 |
| TIPIN | 1 |
| TK1 | 1 |
| TLCD1 | 1 |
| TLCD2 | 1 |
| TLCD5 | 1 |
| TLL2 | 1 |
| TLN1 | 1 |
| TLR9 | 1 |
| TM2D1 | 1 |
| TM2D3 | 1 |
| TM4SF18 | 1 |
| TM7SF2 | 1 |
| TM9SF4 | 1 |
| TMA16 | 1 |
| TMC6 | 1 |
| TMED1 | 1 |
| TMED5 | 1 |
| TMED8 | 1 |
| TMEM100 | 1 |
| TMEM101 | 1 |
| TMEM106C | 1 |
| TMEM109 | 1 |
| TMEM11 | 1 |
| TMEM121B | 1 |
| TMEM125 | 1 |
| TMEM131L | 1 |
| TMEM145 | 1 |
| TMEM147 | 1 |
| TMEM14A | 1 |
| TMEM14B | 1 |
| TMEM150A | 1 |
| TMEM160 | 1 |
| TMEM163 | 1 |
| TMEM176A | 1 |
| TMEM179B | 1 |
| TMEM18 | 1 |
| TMEM183A | 1 |
| TMEM184B | 1 |
| TMEM19 | 1 |
| TMEM190 | 1 |
| TMEM199 | 1 |
| TMEM200A | 1 |
| TMEM204 | 1 |
| TMEM207 | 1 |
| TMEM209 | 1 |
| TMEM211 | 1 |
| TMEM216 | 1 |
| TMEM219 | 1 |
| TMEM222 | 1 |
| TMEM223 | 1 |
| TMEM229B | 1 |
| TMEM235 | 1 |
| TMEM249 | 1 |
| TMEM251 | 1 |
| TMEM26 | 1 |
| TMEM30A | 1 |
| TMEM38B | 1 |
| TMEM47 | 1 |
| TMEM52 | 1 |
| TMEM59L | 1 |
| TMEM63C | 1 |
| TMEM67 | 1 |
| TMEM71 | 1 |
| TMEM72 | 1 |
| TMEM86B | 1 |
| TMEM87B | 1 |
| TMPPE | 1 |
| TMPRSS11B | 1 |
| TMPRSS12 | 1 |
| TMPRSS15 | 1 |
| TMPRSS3 | 1 |
| TMPRSS7 | 1 |
| TMTC3 | 1 |
| TMUB1 | 1 |
| TMX3 | 1 |
| TNFAIP6 | 1 |
| TNFAIP8L2 | 1 |
| TNFRSF11A | 1 |
| TNFRSF1A | 1 |
| TNFRSF6B | 1 |
| TNFRSF9 | 1 |
| TNFSF12 | 1 |
| TNFSF13 | 1 |
| TNFSF13B | 1 |
| TNIP3 | 1 |
| TNK1 | 1 |
| TNKS1BP1 | 1 |
| TNNT2 | 1 |
| TNP1 | 1 |
| TNP2 | 1 |
| TNPO2 | 1 |
| TNRC18 | 1 |
| TNS2 | 1 |
| TNXB | 1 |
| TOM1L2 | 1 |
| TOP1MT | 1 |
| TOPAZ1 | 1 |
| TOPORS | 1 |
| TOR1AIP1 | 1 |
| TOX3 | 1 |
| TP53 | 1 |
| TP53BP1 | 1 |
| TP53TG5 | 1 |
| TP63 | 1 |
| TP73 | 1 |
| TPK1 | 1 |
| TPM2 | 1 |
| TPP2 | 1 |
| TPR | 1 |
| TPRA1 | 1 |
| TPRKB | 1 |
| TRA2A | 1 |
| TRADD | 1 |
| TRAF4 | 1 |
| TRAM2 | 1 |
| TRAPPC11 | 1 |
| TRAPPC13 | 1 |
| TRAPPC2L | 1 |
| TRAPPC3 | 1 |
| TRAPPC9 | 1 |
| TRAT1 | 1 |
| TRDN | 1 |
| TREML4 | 1 |
| TREX2 | 1 |
| TRHDE | 1 |
| TRIM14 | 1 |
| TRIM16 | 1 |
| TRIM25 | 1 |
| TRIM3 | 1 |
| TRIM33 | 1 |
| TRIM34 | 1 |
| TRIM39 | 1 |
| TRIM55 | 1 |
| TRIM58 | 1 |
| TRIM62 | 1 |
| TRIM67 | 1 |
| TRIM71 | 1 |
| TRIM72 | 1 |
| TRIO | 1 |
| TRIQK | 1 |
| TRIR | 1 |
| TRMT1 | 1 |
| TRMT11 | 1 |
| TRMT112 | 1 |
| TRMT12 | 1 |
| TRMT5 | 1 |
| TRO | 1 |
| TRPV1 | 1 |
| TRPV4 | 1 |
| TSBP1 | 1 |
| TSC1 | 1 |
| TSC22D1 | 1 |
| TSEN15 | 1 |
| TSGA10 | 1 |
| TSPAN12 | 1 |
| TSPAN14 | 1 |
| TSPAN15 | 1 |
| TSPAN19 | 1 |
| TSPAN33 | 1 |
| TSPOAP1 | 1 |
| TSPYL2 | 1 |
| TSPYL6 | 1 |
| TSR1 | 1 |
| TSR2 | 1 |
| TSSK2 | 1 |
| TTBK1 | 1 |
| TTC23 | 1 |
| TTC37 | 1 |
| TTC7B | 1 |
| TTLL1 | 1 |
| TTLL10 | 1 |
| TUBA1B | 1 |
| TUBAL3 | 1 |
| TUBB1 | 1 |
| TUBB2B | 1 |
| TUBG1 | 1 |
| TUBG2 | 1 |
| TUBGCP3 | 1 |
| TULP2 | 1 |
| TUSC1 | 1 |
| TUSC2 | 1 |
| TUT1 | 1 |
| TUT4 | 1 |
| TUT7 | 1 |
| TWF1 | 1 |
| TXLNB | 1 |
| TXLNG | 1 |
| TXNDC15 | 1 |
| TXNDC17 | 1 |
| TXNDC5 | 1 |
| TXNDC9 | 1 |
| TXNL4A | 1 |
| TXNL4B | 1 |
| TXNRD1 | 1 |
| TYW1 | 1 |
| TYW3 | 1 |
| UAP1 | 1 |
| UBALD1 | 1 |
| UBAP2 | 1 |
| UBAP2L | 1 |
| UBD | 1 |
| UBE2G1 | 1 |
| UBE2H | 1 |
| UBE2J2 | 1 |
| UBE2N | 1 |
| UBE2Q1 | 1 |
| UBE2U | 1 |
| UBE2Z | 1 |
| UBL5 | 1 |
| UBP1 | 1 |
| UBQLN1 | 1 |
| UBTD1 | 1 |
| UBXN1 | 1 |
| UCK1 | 1 |
| UCN3 | 1 |
| UCP1 | 1 |
| UEVLD | 1 |
| UFC1 | 1 |
| UFSP1 | 1 |
| UGCG | 1 |
| UGT1A10 | 1 |
| UGT2B17 | 1 |
| UIMC1 | 1 |
| UMOD | 1 |
| UNC93A | 1 |
| UNCX | 1 |
| UNKL | 1 |
| UPF3A | 1 |
| UPF3B | 1 |
| URB2 | 1 |
| URGCP | 1 |
| URM1 | 1 |
| USB1 | 1 |
| USP1 | 1 |
| USP10 | 1 |
| USP11 | 1 |
| USP15 | 1 |
| USP17L10 | 1 |
| USP22 | 1 |
| USP25 | 1 |
| USP28 | 1 |
| USP4 | 1 |
| USP5 | 1 |
| USP6 | 1 |
| UTP4 | 1 |
| VAMP2 | 1 |
| VAMP3 | 1 |
| VAMP4 | 1 |
| VANGL1 | 1 |
| VANGL2 | 1 |
| VASH2 | 1 |
| VAT1 | 1 |
| VAT1L | 1 |
| VAV3 | 1 |
| VAX1 | 1 |
| VBP1 | 1 |
| VCAM1 | 1 |
| VCL | 1 |
| VCPIP1 | 1 |
| VCPKMT | 1 |
| VDAC1 | 1 |
| VEZT | 1 |
| VILL | 1 |
| VIPAS39 | 1 |
| VLDLR | 1 |
| VMA21 | 1 |
| VMO1 | 1 |
| VN1R4 | 1 |
| VPS25 | 1 |
| VPS26A | 1 |
| VPS33B | 1 |
| VPS37A | 1 |
| VPS37D | 1 |
| VPS39 | 1 |
| VPS4B | 1 |
| VPS52 | 1 |
| VPS53 | 1 |
| VPS54 | 1 |
| VPS72 | 1 |
| VPS8 | 1 |
| VRK3 | 1 |
| VSIG1 | 1 |
| VSIG4 | 1 |
| VSTM2B | 1 |
| VSTM2L | 1 |
| VSX2 | 1 |
| VTA1 | 1 |
| VWA5A | 1 |
| VWA7 | 1 |
| VWCE | 1 |
| VWF | 1 |
| WAPL | 1 |
| WARS2 | 1 |
| WASHC3 | 1 |
| WDFY1 | 1 |
| WDFY4 | 1 |
| WDR20 | 1 |
| WDR26 | 1 |
| WDR27 | 1 |
| WDR31 | 1 |
| WDR33 | 1 |
| WDR46 | 1 |
| WDR47 | 1 |
| WDR48 | 1 |
| WDR59 | 1 |
| WDR83 | 1 |
| WDR87 | 1 |
| WDR90 | 1 |
| WDR91 | 1 |
| WFIKKN1 | 1 |
| WFS1 | 1 |
| WIPF2 | 1 |
| WIPI2 | 1 |
| WLS | 1 |
| WNT2B | 1 |
| WNT3 | 1 |
| WNT5A | 1 |
| WNT6 | 1 |
| WRAP73 | 1 |
| WRN | 1 |
| WTIP | 1 |
| WWC3 | 1 |
| XAB2 | 1 |
| XAGE5 | 1 |
| XKR4 | 1 |
| XKR7 | 1 |
| XKR8 | 1 |
| XPC | 1 |
| XPO1 | 1 |
| XPO5 | 1 |
| XRCC3 | 1 |
| XRCC5 | 1 |
| XXYLT1 | 1 |
| XYLB | 1 |
| XYLT1 | 1 |
| YAE1 | 1 |
| YBEY | 1 |
| YBX2 | 1 |
| YDJC | 1 |
| YEATS2 | 1 |
| YEATS4 | 1 |
| YES1 | 1 |
| YIF1B | 1 |
| YIPF3 | 1 |
| YPEL2 | 1 |
| YPEL3 | 1 |
| YPEL5 | 1 |
| YWHAB | 1 |
| YWHAG | 1 |
| YY2 | 1 |
| ZADH2 | 1 |
| ZAP70 | 1 |
| ZBED3 | 1 |
| ZBED4 | 1 |
| ZBED6 | 1 |
| ZBTB11 | 1 |
| ZBTB14 | 1 |
| ZBTB16 | 1 |
| ZBTB2 | 1 |
| ZBTB26 | 1 |
| ZBTB3 | 1 |
| ZBTB32 | 1 |
| ZBTB37 | 1 |
| ZBTB38 | 1 |
| ZBTB39 | 1 |
| ZBTB4 | 1 |
| ZBTB42 | 1 |
| ZBTB47 | 1 |
| ZBTB48 | 1 |
| ZBTB7B | 1 |
| ZBTB7C | 1 |
| ZBTB8OS | 1 |
| ZBTB9 | 1 |
| ZC2HC1A | 1 |
| ZC2HC1B | 1 |
| ZC3H8 | 1 |
| ZC3HC1 | 1 |
| ZCCHC10 | 1 |
| ZCCHC18 | 1 |
| ZCCHC2 | 1 |
| ZCCHC24 | 1 |
| ZCCHC7 | 1 |
| ZCWPW1 | 1 |
| ZDHHC11 | 1 |
| ZDHHC24 | 1 |
| ZDHHC5 | 1 |
| ZDHHC7 | 1 |
| ZDHHC9 | 1 |
| ZFAND1 | 1 |
| ZFC3H1 | 1 |
| ZFHX4 | 1 |
| ZFP36 | 1 |
| ZFP41 | 1 |
| ZFP82 | 1 |
| ZFP90 | 1 |
| ZFP92 | 1 |
| ZFX | 1 |
| ZFYVE19 | 1 |
| ZFYVE28 | 1 |
| ZIC1 | 1 |
| ZIC2 | 1 |
| ZMAT5 | 1 |
| ZMIZ2 | 1 |
| ZMYM2 | 1 |
| ZNF10 | 1 |
| ZNF101 | 1 |
| ZNF106 | 1 |
| ZNF107 | 1 |
| ZNF121 | 1 |
| ZNF133 | 1 |
| ZNF134 | 1 |
| ZNF135 | 1 |
| ZNF136 | 1 |
| ZNF157 | 1 |
| ZNF160 | 1 |
| ZNF174 | 1 |
| ZNF175 | 1 |
| ZNF189 | 1 |
| ZNF197 | 1 |
| ZNF2 | 1 |
| ZNF212 | 1 |
| ZNF214 | 1 |
| ZNF219 | 1 |
| ZNF227 | 1 |
| ZNF230 | 1 |
| ZNF232 | 1 |
| ZNF266 | 1 |
| ZNF286B | 1 |
| ZNF3 | 1 |
| ZNF317 | 1 |
| ZNF319 | 1 |
| ZNF326 | 1 |
| ZNF333 | 1 |
| ZNF337 | 1 |
| ZNF33B | 1 |
| ZNF343 | 1 |
| ZNF354B | 1 |
| ZNF358 | 1 |
| ZNF37A | 1 |
| ZNF384 | 1 |
| ZNF385B | 1 |
| ZNF385D | 1 |
| ZNF414 | 1 |
| ZNF419 | 1 |
| ZNF423 | 1 |
| ZNF425 | 1 |
| ZNF426 | 1 |
| ZNF429 | 1 |
| ZNF438 | 1 |
| ZNF439 | 1 |
| ZNF442 | 1 |
| ZNF445 | 1 |
| ZNF468 | 1 |
| ZNF470 | 1 |
| ZNF474 | 1 |
| ZNF48 | 1 |
| ZNF486 | 1 |
| ZNF493 | 1 |
| ZNF503 | 1 |
| ZNF512 | 1 |
| ZNF519 | 1 |
| ZNF534 | 1 |
| ZNF557 | 1 |
| ZNF569 | 1 |
| ZNF570 | 1 |
| ZNF586 | 1 |
| ZNF589 | 1 |
| ZNF594 | 1 |
| ZNF613 | 1 |
| ZNF619 | 1 |
| ZNF621 | 1 |
| ZNF624 | 1 |
| ZNF630 | 1 |
| ZNF658 | 1 |
| ZNF671 | 1 |
| ZNF672 | 1 |
| ZNF69 | 1 |
| ZNF696 | 1 |
| ZNF697 | 1 |
| ZNF699 | 1 |
| ZNF703 | 1 |
| ZNF707 | 1 |
| ZNF711 | 1 |
| ZNF714 | 1 |
| ZNF721 | 1 |
| ZNF726 | 1 |
| ZNF730 | 1 |
| ZNF740 | 1 |
| ZNF75D | 1 |
| ZNF774 | 1 |
| ZNF781 | 1 |
| ZNF789 | 1 |
| ZNF792 | 1 |
| ZNF800 | 1 |
| ZNF804A | 1 |
| ZNF804B | 1 |
| ZNF821 | 1 |
| ZNF827 | 1 |
| ZNF831 | 1 |
| ZNF839 | 1 |
| ZNF853 | 1 |
| ZNF878 | 1 |
| ZNF90 | 1 |
| ZNF93 | 1 |
| ZNF98 | 1 |
| ZNHIT1 | 1 |
| ZNRF1 | 1 |
| ZP2 | 1 |
| ZP4 | 1 |
| ZSCAN1 | 1 |
| ZSCAN22 | 1 |
| ZSCAN25 | 1 |
| ZSCAN4 | 1 |
| ZSCAN5A | 1 |
| ZSCAN9 | 1 |
| ZSWIM2 | 1 |
| ZXDA | 1 |
| ZYG11A | 1 |
| ZYX | 1 |
| ZZEF1 | 1 |
insensitive_genes <- result$`Associated with KIF18A Insensitivity`
insensitive_genes <- insensitive_genes[order(-as.numeric(insensitive_genes$Score)), ]
rownames(insensitive_genes) <- NULL
cat("\nAssociated with KIF18A Insensitivity:\n")
Associated with KIF18A Insensitivity:
kable(insensitive_genes, format = "html", col.names = c("Gene", "Score")) %>%
kable_styling(full_width = FALSE) %>%
scroll_box(width = "100%", height = "300px")
| Gene | Score |
|---|---|
| ODAM | 5 |
| SRFBP1 | 5 |
| CACNA1B | 4 |
| EIF3B | 4 |
| GTF2H1 | 4 |
| RASA3 | 4 |
| TAF8 | 4 |
| ABCC9 | 3 |
| ARHGEF25 | 3 |
| ARSG | 3 |
| ASPSCR1 | 3 |
| ATP5MF | 3 |
| BCO1 | 3 |
| CHCHD4 | 3 |
| CPN1 | 3 |
| CST5 | 3 |
| CUTC | 3 |
| DHRS1 | 3 |
| EEF1G | 3 |
| ELF1 | 3 |
| EXOSC2 | 3 |
| FDX2 | 3 |
| FECH | 3 |
| FFAR4 | 3 |
| FOXP4 | 3 |
| FXYD6 | 3 |
| GEMIN7 | 3 |
| GMPS | 3 |
| GNG7 | 3 |
| H2AC20 | 3 |
| IGBP1 | 3 |
| IL10RA | 3 |
| IL19 | 3 |
| LAMTOR2 | 3 |
| MAP1LC3A | 3 |
| MAPK1IP1L | 3 |
| MMP9 | 3 |
| MRPS27 | 3 |
| PGAM4 | 3 |
| PPP1R15B | 3 |
| PRR23C | 3 |
| PRR3 | 3 |
| PRR35 | 3 |
| PTPRO | 3 |
| RECQL | 3 |
| RPL35 | 3 |
| RPS10 | 3 |
| RPS3 | 3 |
| SMG5 | 3 |
| SRRT | 3 |
| SRSF5 | 3 |
| TAF7 | 3 |
| TEKT2 | 3 |
| THSD4 | 3 |
| TIMM13 | 3 |
| TMEM132D | 3 |
| TOP1 | 3 |
| TSC22D2 | 3 |
| TTLL5 | 3 |
| UBAP1 | 3 |
| UGT2B15 | 3 |
| UNC13C | 3 |
| UPF1 | 3 |
| YPEL4 | 3 |
| ZBTB11 | 3 |
| ZFP69 | 3 |
| ZNF577 | 3 |
| A4GNT | 2 |
| ABCC8 | 2 |
| ABCF2 | 2 |
| ABCG4 | 2 |
| ABHD12 | 2 |
| ABHD18 | 2 |
| ABRAXAS1 | 2 |
| ACAD9 | 2 |
| ACKR4 | 2 |
| ACRBP | 2 |
| ACTL8 | 2 |
| ACTR3B | 2 |
| ACY1 | 2 |
| ADAM20 | 2 |
| ADCY5 | 2 |
| ADGRG2 | 2 |
| ADGRG4 | 2 |
| AFP | 2 |
| AGGF1 | 2 |
| AHNAK2 | 2 |
| AIMP1 | 2 |
| AMOTL2 | 2 |
| ANKHD1 | 2 |
| ANKRD1 | 2 |
| ANKRD30A | 2 |
| ANKRD34B | 2 |
| ANPEP | 2 |
| AP4E1 | 2 |
| APOC2 | 2 |
| APOC4 | 2 |
| ARF3 | 2 |
| ARHGAP5 | 2 |
| ARHGAP9 | 2 |
| ARID4A | 2 |
| ARMH4 | 2 |
| ASCL3 | 2 |
| ASIP | 2 |
| ATAD3A | 2 |
| ATAD3B | 2 |
| ATOH7 | 2 |
| ATP1A1 | 2 |
| ATP4B | 2 |
| ATP5MG | 2 |
| ATRN | 2 |
| ATXN1L | 2 |
| B4GALT5 | 2 |
| BCAS4 | 2 |
| BCCIP | 2 |
| BCL2L12 | 2 |
| BCLAF1 | 2 |
| BCORL1 | 2 |
| BDP1 | 2 |
| BEND3 | 2 |
| BEND5 | 2 |
| BFSP2 | 2 |
| BIRC5 | 2 |
| BIRC6 | 2 |
| BLID | 2 |
| BLK | 2 |
| BPIFB6 | 2 |
| BRF1 | 2 |
| BRPF1 | 2 |
| BTG2 | 2 |
| C10orf55 | 2 |
| C14orf28 | 2 |
| C1orf43 | 2 |
| C1QTNF5 | 2 |
| C2orf76 | 2 |
| C8orf86 | 2 |
| C9 | 2 |
| C9orf92 | 2 |
| CAB39 | 2 |
| CACTIN | 2 |
| CALHM3 | 2 |
| CAMK2G | 2 |
| CAPNS2 | 2 |
| CASP4 | 2 |
| CBLN4 | 2 |
| CCDC175 | 2 |
| CCDC86 | 2 |
| CCDC89 | 2 |
| CCDC97 | 2 |
| CCIN | 2 |
| CCND1 | 2 |
| CCR10 | 2 |
| CCR8 | 2 |
| CD200 | 2 |
| CD4 | 2 |
| CD93 | 2 |
| CDAN1 | 2 |
| CDC20 | 2 |
| CDK14 | 2 |
| CDK20 | 2 |
| CDK9 | 2 |
| CEACAM1 | 2 |
| CEMIP | 2 |
| CEP131 | 2 |
| CEP85L | 2 |
| CFAP161 | 2 |
| CFAP47 | 2 |
| CFL1 | 2 |
| CHST15 | 2 |
| CHST4 | 2 |
| CHST6 | 2 |
| CHST9 | 2 |
| CHTOP | 2 |
| CKAP4 | 2 |
| CKB | 2 |
| CLCN5 | 2 |
| CLDN25 | 2 |
| CLDND2 | 2 |
| CLK4 | 2 |
| CLP1 | 2 |
| CNKSR2 | 2 |
| CNTLN | 2 |
| COG3 | 2 |
| COL25A1 | 2 |
| COL28A1 | 2 |
| COMTD1 | 2 |
| CORO2B | 2 |
| COX5A | 2 |
| COX6C | 2 |
| COX7B | 2 |
| CP | 2 |
| CPNE3 | 2 |
| CPSF6 | 2 |
| CPXM1 | 2 |
| CRABP1 | 2 |
| CRNKL1 | 2 |
| CST1 | 2 |
| CST3 | 2 |
| CST9 | 2 |
| CTBP2 | 2 |
| CTRL | 2 |
| CTSZ | 2 |
| CUL4A | 2 |
| CWC25 | 2 |
| CYTH2 | 2 |
| DCD | 2 |
| DDX27 | 2 |
| DENND4A | 2 |
| DEPDC1 | 2 |
| DIRAS1 | 2 |
| DIS3 | 2 |
| DIS3L | 2 |
| DLC1 | 2 |
| DMAC1 | 2 |
| DMBT1 | 2 |
| DNAJA2 | 2 |
| DNAJC5G | 2 |
| DNAJC8 | 2 |
| DNAL1 | 2 |
| DNTTIP2 | 2 |
| DR1 | 2 |
| DSCAML1 | 2 |
| DST | 2 |
| DTD1 | 2 |
| DUSP1 | 2 |
| DUSP4 | 2 |
| EBP | 2 |
| ECT2 | 2 |
| EEF2 | 2 |
| EFCAB12 | 2 |
| EGR2 | 2 |
| EGR3 | 2 |
| EIF3H | 2 |
| EIF3I | 2 |
| EIF3J | 2 |
| EIF3M | 2 |
| ELAC1 | 2 |
| EPSTI1 | 2 |
| EREG | 2 |
| ERG28 | 2 |
| EXOC1 | 2 |
| F13A1 | 2 |
| FABP12 | 2 |
| FAM149A | 2 |
| FAM169B | 2 |
| FAM200B | 2 |
| FAM209A | 2 |
| FAM210A | 2 |
| FAM219A | 2 |
| FARS2 | 2 |
| FASTK | 2 |
| FBP1 | 2 |
| FGA | 2 |
| FGF10 | 2 |
| FGF20 | 2 |
| FGF23 | 2 |
| FGFR2 | 2 |
| FILIP1L | 2 |
| FITM2 | 2 |
| FKBP11 | 2 |
| FKBP4 | 2 |
| FLNC | 2 |
| FNTB | 2 |
| FOXA2 | 2 |
| FOXK1 | 2 |
| FOXRED1 | 2 |
| FUT2 | 2 |
| FXR2 | 2 |
| FXYD2 | 2 |
| FXYD4 | 2 |
| FYB2 | 2 |
| FZD3 | 2 |
| GAA | 2 |
| GADL1 | 2 |
| GALNT5 | 2 |
| GBA | 2 |
| GCM1 | 2 |
| GCM2 | 2 |
| GEMIN2 | 2 |
| GEMIN6 | 2 |
| GFRA4 | 2 |
| GIGYF2 | 2 |
| GNL2 | 2 |
| GNL3L | 2 |
| GOSR2 | 2 |
| GPAT3 | 2 |
| GPATCH2 | 2 |
| GPLD1 | 2 |
| GPR162 | 2 |
| GPR31 | 2 |
| GRK5 | 2 |
| GSG1 | 2 |
| GSTA5 | 2 |
| GSX2 | 2 |
| GTF2E1 | 2 |
| GTF2H4 | 2 |
| H2AX | 2 |
| H2BW2 | 2 |
| HARS1 | 2 |
| HCFC1R1 | 2 |
| HDAC1 | 2 |
| HDGFL1 | 2 |
| HEATR6 | 2 |
| HELT | 2 |
| HEXA | 2 |
| HEY1 | 2 |
| HGSNAT | 2 |
| HILPDA | 2 |
| HK1 | 2 |
| HK2 | 2 |
| HLA-DQA1 | 2 |
| HNF1B | 2 |
| HOMER2 | 2 |
| HOXD4 | 2 |
| HS6ST1 | 2 |
| HSPB11 | 2 |
| HTR4 | 2 |
| IFITM10 | 2 |
| IGFL2 | 2 |
| IK | 2 |
| IL17REL | 2 |
| IL18 | 2 |
| IMP4 | 2 |
| IMPA2 | 2 |
| INS | 2 |
| INTS5 | 2 |
| IP6K3 | 2 |
| IRX4 | 2 |
| ITGA9 | 2 |
| JMJD1C | 2 |
| JOSD2 | 2 |
| KDELR1 | 2 |
| KDM4C | 2 |
| KDM7A | 2 |
| KHDRBS2 | 2 |
| KIAA0586 | 2 |
| KIAA1522 | 2 |
| KIF14 | 2 |
| KIF3C | 2 |
| KIR3DL3 | 2 |
| KLF15 | 2 |
| KLHL23 | 2 |
| KLHL24 | 2 |
| KLK14 | 2 |
| KRT23 | 2 |
| KRT26 | 2 |
| KRTAP19-6 | 2 |
| LAGE3 | 2 |
| LAMC3 | 2 |
| LAMTOR4 | 2 |
| LAYN | 2 |
| LCN15 | 2 |
| LDHD | 2 |
| LEMD1 | 2 |
| LETM2 | 2 |
| LILRB4 | 2 |
| LIMS2 | 2 |
| LIN7B | 2 |
| LMTK2 | 2 |
| LPP | 2 |
| LRP6 | 2 |
| LSR | 2 |
| LTBP1 | 2 |
| LYG2 | 2 |
| LYRM1 | 2 |
| LZTS2 | 2 |
| MAEL | 2 |
| MAGEE1 | 2 |
| MAMDC4 | 2 |
| MARK1 | 2 |
| MAT2A | 2 |
| MBOAT4 | 2 |
| MED17 | 2 |
| MED22 | 2 |
| MED23 | 2 |
| MED24 | 2 |
| MED27 | 2 |
| MED4 | 2 |
| MELTF | 2 |
| MEPCE | 2 |
| METTL3 | 2 |
| METTL7B | 2 |
| MINAR2 | 2 |
| MLANA | 2 |
| MPPE1 | 2 |
| MRC1 | 2 |
| MRPL16 | 2 |
| MRPL21 | 2 |
| MRPL44 | 2 |
| MRPL49 | 2 |
| MRPL53 | 2 |
| MRPL55 | 2 |
| MRPL57 | 2 |
| MRPS2 | 2 |
| MRPS21 | 2 |
| MRPS22 | 2 |
| MRPS24 | 2 |
| MSR1 | 2 |
| MSRB2 | 2 |
| MTOR | 2 |
| MVB12B | 2 |
| MYBL1 | 2 |
| MYH7B | 2 |
| MYL7 | 2 |
| NAA25 | 2 |
| NACA | 2 |
| NAIF1 | 2 |
| NAT1 | 2 |
| NBR1 | 2 |
| NDUFA4L2 | 2 |
| NDUFB10 | 2 |
| NDUFS1 | 2 |
| NDUFS2 | 2 |
| NDUFS5 | 2 |
| NEK11 | 2 |
| NEPRO | 2 |
| NEXMIF | 2 |
| NIM1K | 2 |
| NKRF | 2 |
| NLRP8 | 2 |
| NLRX1 | 2 |
| NPHS1 | 2 |
| NRBF2 | 2 |
| NRROS | 2 |
| NUCB1 | 2 |
| NUDT22 | 2 |
| NUP153 | 2 |
| OPN1SW | 2 |
| OXCT1 | 2 |
| P3H2 | 2 |
| PABPN1 | 2 |
| PACSIN1 | 2 |
| PCDH10 | 2 |
| PCNX2 | 2 |
| PCP4 | 2 |
| PCSK2 | 2 |
| PDAP1 | 2 |
| PDE6C | 2 |
| PDE9A | 2 |
| PDGFRA | 2 |
| PDGFRL | 2 |
| PDHB | 2 |
| PDLIM2 | 2 |
| PEX6 | 2 |
| PIANP | 2 |
| PKD1L1 | 2 |
| PLA2G15 | 2 |
| PLA2G2F | 2 |
| PLAGL2 | 2 |
| PLCL1 | 2 |
| PLEKHA6 | 2 |
| PLEKHM3 | 2 |
| PLSCR4 | 2 |
| PMEL | 2 |
| POLE | 2 |
| POPDC2 | 2 |
| PPARGC1A | 2 |
| PPP1R13B | 2 |
| PPP4R3B | 2 |
| PPT1 | 2 |
| PRDM13 | 2 |
| PRIMPOL | 2 |
| PRKAA1 | 2 |
| PRMT1 | 2 |
| PRPS1L1 | 2 |
| PSTPIP1 | 2 |
| PTDSS2 | 2 |
| PTER | 2 |
| PTGIS | 2 |
| PVALB | 2 |
| PYGL | 2 |
| QSER1 | 2 |
| R3HCC1 | 2 |
| R3HDML | 2 |
| RAB1B | 2 |
| RAB40B | 2 |
| RAB43 | 2 |
| RAC2 | 2 |
| RAD21L1 | 2 |
| RALY | 2 |
| RASGRP1 | 2 |
| RBBP9 | 2 |
| RBM19 | 2 |
| RBM25 | 2 |
| RBM39 | 2 |
| RBP5 | 2 |
| RBPMS2 | 2 |
| RDH11 | 2 |
| REXO2 | 2 |
| RFLNA | 2 |
| RHBDF1 | 2 |
| RHBDL1 | 2 |
| RHEBL1 | 2 |
| RHOXF1 | 2 |
| RILPL1 | 2 |
| RIN3 | 2 |
| RIOK1 | 2 |
| RIPPLY2 | 2 |
| RNASE10 | 2 |
| RNF115 | 2 |
| RNF183 | 2 |
| RNF41 | 2 |
| ROBO3 | 2 |
| RPL23 | 2 |
| RPL27 | 2 |
| RPL28 | 2 |
| RPL32 | 2 |
| RPL39L | 2 |
| RPP25 | 2 |
| RPS4X | 2 |
| RTN4RL2 | 2 |
| RUSF1 | 2 |
| SAMD9L | 2 |
| SAPCD2 | 2 |
| SBF2 | 2 |
| SCARA3 | 2 |
| SCN2A | 2 |
| SCN2B | 2 |
| SCN3B | 2 |
| SDC3 | 2 |
| SDHB | 2 |
| SDR16C5 | 2 |
| SEC23B | 2 |
| SELENOH | 2 |
| SELENOI | 2 |
| SELENON | 2 |
| SEMA4C | 2 |
| SENP1 | 2 |
| SERPINA4 | 2 |
| SF3A3 | 2 |
| SF3B5 | 2 |
| SFRP5 | 2 |
| SFSWAP | 2 |
| SGCZ | 2 |
| SH2D7 | 2 |
| SH3PXD2B | 2 |
| SHC4 | 2 |
| SHOX2 | 2 |
| SHROOM3 | 2 |
| SIN3A | 2 |
| SIRT5 | 2 |
| SLC10A6 | 2 |
| SLC16A9 | 2 |
| SLC18A2 | 2 |
| SLC25A3 | 2 |
| SLC25A48 | 2 |
| SLC2A12 | 2 |
| SLC34A1 | 2 |
| SLC4A8 | 2 |
| SLC8A2 | 2 |
| SLC9C1 | 2 |
| SLURP2 | 2 |
| SMARCD3 | 2 |
| SMCO1 | 2 |
| SMCO2 | 2 |
| SMIM18 | 2 |
| SNAP25 | 2 |
| SNAPC3 | 2 |
| SNPH | 2 |
| SNRPN | 2 |
| SP110 | 2 |
| SP5 | 2 |
| SPHK2 | 2 |
| SPICE1 | 2 |
| SPNS1 | 2 |
| SRF | 2 |
| SRPRB | 2 |
| SRRM2 | 2 |
| ST3GAL1 | 2 |
| STAP1 | 2 |
| STARD8 | 2 |
| STAT5A | 2 |
| STK26 | 2 |
| STK4 | 2 |
| STRBP | 2 |
| STX11 | 2 |
| SUPV3L1 | 2 |
| TADA3 | 2 |
| TAF10 | 2 |
| TAF1B | 2 |
| TAF1C | 2 |
| TAFA5 | 2 |
| TAGLN | 2 |
| TCIM | 2 |
| TEX9 | 2 |
| TGFB1I1 | 2 |
| TGS1 | 2 |
| THBS2 | 2 |
| THRB | 2 |
| TIGD3 | 2 |
| TIRAP | 2 |
| TLX3 | 2 |
| TM4SF18 | 2 |
| TMCC1 | 2 |
| TMED8 | 2 |
| TMEM130 | 2 |
| TMEM25 | 2 |
| TMEM260 | 2 |
| TMEM268 | 2 |
| TMEM30B | 2 |
| TMEM97 | 2 |
| TMPRSS11D | 2 |
| TMPRSS5 | 2 |
| TMPRSS9 | 2 |
| TNPO1 | 2 |
| TOMM20 | 2 |
| TOR1AIP2 | 2 |
| TPST1 | 2 |
| TRAPPC12 | 2 |
| TRIM9 | 2 |
| TRIOBP | 2 |
| TRIP13 | 2 |
| TRIP6 | 2 |
| TRMT61B | 2 |
| TRPC1 | 2 |
| TRPM7 | 2 |
| TSPAN15 | 2 |
| TSPAN32 | 2 |
| TSTD1 | 2 |
| TTC1 | 2 |
| TTC39C | 2 |
| TTN | 2 |
| TTR | 2 |
| TUBAL3 | 2 |
| TUBB1 | 2 |
| TUBG2 | 2 |
| TXNDC11 | 2 |
| TXNDC9 | 2 |
| U2SURP | 2 |
| UBE2O | 2 |
| UBFD1 | 2 |
| UBQLN3 | 2 |
| UNC13D | 2 |
| UNC45B | 2 |
| UPK1B | 2 |
| UPP2 | 2 |
| USF2 | 2 |
| USP2 | 2 |
| USP35 | 2 |
| USP50 | 2 |
| VIM | 2 |
| WDR27 | 2 |
| WDR55 | 2 |
| WDR59 | 2 |
| WDSUB1 | 2 |
| WFDC3 | 2 |
| XKR7 | 2 |
| XPC | 2 |
| YPEL5 | 2 |
| ZACN | 2 |
| ZBTB39 | 2 |
| ZC3H12A | 2 |
| ZC3H7A | 2 |
| ZDHHC22 | 2 |
| ZFAND2B | 2 |
| ZFC3H1 | 2 |
| ZFYVE26 | 2 |
| ZNF131 | 2 |
| ZNF175 | 2 |
| ZNF225 | 2 |
| ZNF260 | 2 |
| ZNF286B | 2 |
| ZNF445 | 2 |
| ZNF480 | 2 |
| ZNF492 | 2 |
| ZNF527 | 2 |
| ZNF649 | 2 |
| ZNF662 | 2 |
| ZNF706 | 2 |
| ZNF774 | 2 |
| ZNHIT2 | 2 |
| ZPBP2 | 2 |
| ZSWIM1 | 2 |
| A1CF | 1 |
| AAMDC | 1 |
| AARS2 | 1 |
| AARSD1 | 1 |
| ABAT | 1 |
| ABCA10 | 1 |
| ABCA12 | 1 |
| ABCA3 | 1 |
| ABCA5 | 1 |
| ABCB8 | 1 |
| ABCC12 | 1 |
| ABCC5 | 1 |
| ABCG1 | 1 |
| ABCG8 | 1 |
| ABHD12B | 1 |
| ABHD6 | 1 |
| ABI3 | 1 |
| ABL1 | 1 |
| ABLIM1 | 1 |
| ABRA | 1 |
| ABRACL | 1 |
| ABRAXAS2 | 1 |
| ABT1 | 1 |
| ACAA1 | 1 |
| ACACA | 1 |
| ACAD10 | 1 |
| ACAP2 | 1 |
| ACE2 | 1 |
| ACHE | 1 |
| ACKR1 | 1 |
| ACMSD | 1 |
| ACO1 | 1 |
| ACO2 | 1 |
| ACOT1 | 1 |
| ACOT12 | 1 |
| ACOT4 | 1 |
| ACOT9 | 1 |
| ACP1 | 1 |
| ACSL5 | 1 |
| ACTA1 | 1 |
| ACTB | 1 |
| ACTG1 | 1 |
| ACTL6A | 1 |
| ACTL7A | 1 |
| ACTR5 | 1 |
| ACTRT1 | 1 |
| ACTRT2 | 1 |
| ACVR1B | 1 |
| ACVR1C | 1 |
| ACVRL1 | 1 |
| ADAD1 | 1 |
| ADAM19 | 1 |
| ADAM2 | 1 |
| ADAM23 | 1 |
| ADAM30 | 1 |
| ADAM32 | 1 |
| ADAM7 | 1 |
| ADAMTS1 | 1 |
| ADAMTS16 | 1 |
| ADAMTS17 | 1 |
| ADAMTS2 | 1 |
| ADAMTS20 | 1 |
| ADAMTS3 | 1 |
| ADAMTS7 | 1 |
| ADAMTS9 | 1 |
| ADAMTSL2 | 1 |
| ADAMTSL3 | 1 |
| ADAMTSL5 | 1 |
| ADAP2 | 1 |
| ADAT1 | 1 |
| ADAT3 | 1 |
| ADCK1 | 1 |
| ADCK2 | 1 |
| ADCK5 | 1 |
| ADCYAP1 | 1 |
| ADGRA3 | 1 |
| ADGRB3 | 1 |
| ADGRE2 | 1 |
| ADGRF3 | 1 |
| ADGRF5 | 1 |
| ADGRL3 | 1 |
| ADGRL4 | 1 |
| ADHFE1 | 1 |
| ADIRF | 1 |
| ADM | 1 |
| ADM5 | 1 |
| ADPRH | 1 |
| ADPRM | 1 |
| ADPRS | 1 |
| ADRA1D | 1 |
| ADRA2B | 1 |
| ADSS2 | 1 |
| AFF4 | 1 |
| AFG1L | 1 |
| AFG3L2 | 1 |
| AFM | 1 |
| AFMID | 1 |
| AGBL1 | 1 |
| AGBL5 | 1 |
| AGK | 1 |
| AGL | 1 |
| AGMAT | 1 |
| AGO1 | 1 |
| AGO2 | 1 |
| AGPAT2 | 1 |
| AGPAT4 | 1 |
| AGPS | 1 |
| AGR3 | 1 |
| AGT | 1 |
| AGTR2 | 1 |
| AGXT2 | 1 |
| AHCYL2 | 1 |
| AHDC1 | 1 |
| AHI1 | 1 |
| AHRR | 1 |
| AHSG | 1 |
| AICDA | 1 |
| AIP | 1 |
| AJM1 | 1 |
| AK3 | 1 |
| AKAIN1 | 1 |
| AKAP4 | 1 |
| AKR1B1 | 1 |
| AKR1D1 | 1 |
| AKR1E2 | 1 |
| ALAD | 1 |
| ALAS1 | 1 |
| ALB | 1 |
| ALCAM | 1 |
| ALDH1L1 | 1 |
| ALDH3B2 | 1 |
| ALDH6A1 | 1 |
| ALDOA | 1 |
| ALG11 | 1 |
| ALG1L | 1 |
| ALG2 | 1 |
| ALG3 | 1 |
| ALKBH1 | 1 |
| ALKBH3 | 1 |
| ALKBH7 | 1 |
| ALMS1 | 1 |
| ALOX12B | 1 |
| ALPK1 | 1 |
| ALS2CL | 1 |
| ALX1 | 1 |
| AMBRA1 | 1 |
| AMELX | 1 |
| AMH | 1 |
| AMIGO2 | 1 |
| AMOT | 1 |
| AMOTL1 | 1 |
| AMT | 1 |
| AMY2A | 1 |
| ANAPC1 | 1 |
| ANAPC11 | 1 |
| ANKAR | 1 |
| ANKDD1B | 1 |
| ANKFN1 | 1 |
| ANKMY2 | 1 |
| ANKRD16 | 1 |
| ANKRD2 | 1 |
| ANKRD24 | 1 |
| ANKRD26 | 1 |
| ANKRD30B | 1 |
| ANKRD34C | 1 |
| ANKRD61 | 1 |
| ANKRD65 | 1 |
| ANKRD9 | 1 |
| ANO1 | 1 |
| ANOS1 | 1 |
| ANP32A | 1 |
| ANTKMT | 1 |
| ANXA2 | 1 |
| ANXA2R | 1 |
| ANXA3 | 1 |
| ANXA5 | 1 |
| ANXA6 | 1 |
| AOAH | 1 |
| AOC1 | 1 |
| AOC2 | 1 |
| AOX1 | 1 |
| AP1S2 | 1 |
| AP2A1 | 1 |
| AP3B2 | 1 |
| AP3D1 | 1 |
| AP3M1 | 1 |
| AP3M2 | 1 |
| AP4M1 | 1 |
| APBB1 | 1 |
| APBB1IP | 1 |
| APLP1 | 1 |
| APMAP | 1 |
| APOA1 | 1 |
| APOA4 | 1 |
| APOA5 | 1 |
| APOC3 | 1 |
| APOL5 | 1 |
| APOL6 | 1 |
| APOOL | 1 |
| AQP10 | 1 |
| AQP12B | 1 |
| ARCN1 | 1 |
| AREG | 1 |
| AREL1 | 1 |
| ARF1 | 1 |
| ARF4 | 1 |
| ARF5 | 1 |
| ARFGEF2 | 1 |
| ARFRP1 | 1 |
| ARG1 | 1 |
| ARGLU1 | 1 |
| ARHGAP12 | 1 |
| ARHGAP17 | 1 |
| ARHGAP18 | 1 |
| ARHGAP19 | 1 |
| ARHGAP21 | 1 |
| ARHGAP24 | 1 |
| ARHGAP25 | 1 |
| ARHGAP26 | 1 |
| ARHGAP30 | 1 |
| ARHGAP35 | 1 |
| ARHGAP39 | 1 |
| ARHGAP8 | 1 |
| ARHGDIG | 1 |
| ARHGEF12 | 1 |
| ARHGEF33 | 1 |
| ARHGEF4 | 1 |
| ARID1B | 1 |
| ARID3B | 1 |
| ARID5B | 1 |
| ARIH1 | 1 |
| ARL13B | 1 |
| ARL4A | 1 |
| ARL4D | 1 |
| ARL5A | 1 |
| ARL5C | 1 |
| ARL6IP5 | 1 |
| ARMC7 | 1 |
| ARMC8 | 1 |
| ARMCX4 | 1 |
| ARMCX6 | 1 |
| ARMH1 | 1 |
| ARNT | 1 |
| ARPC2 | 1 |
| ARSJ | 1 |
| ART5 | 1 |
| ASB11 | 1 |
| ASB13 | 1 |
| ASB15 | 1 |
| ASB17 | 1 |
| ASB18 | 1 |
| ASB3 | 1 |
| ASCC1 | 1 |
| ASCL1 | 1 |
| ASCL4 | 1 |
| ASF1A | 1 |
| ASIC3 | 1 |
| ASPG | 1 |
| ASS1 | 1 |
| ASTL | 1 |
| ATAD3C | 1 |
| ATF3 | 1 |
| ATF6B | 1 |
| ATF7IP | 1 |
| ATG14 | 1 |
| ATG2A | 1 |
| ATG7 | 1 |
| ATG9A | 1 |
| ATN1 | 1 |
| ATOH1 | 1 |
| ATP10D | 1 |
| ATP11C | 1 |
| ATP1A3 | 1 |
| ATP2A1 | 1 |
| ATP2A2 | 1 |
| ATP2B1 | 1 |
| ATP2B2 | 1 |
| ATP2C2 | 1 |
| ATP5F1A | 1 |
| ATP5F1B | 1 |
| ATP5MC1 | 1 |
| ATP5PB | 1 |
| ATP5PF | 1 |
| ATP5PO | 1 |
| ATP6V0A1 | 1 |
| ATP6V0D1 | 1 |
| ATP6V0E1 | 1 |
| ATP6V0E2 | 1 |
| ATP6V1A | 1 |
| ATP6V1B1 | 1 |
| ATP6V1G1 | 1 |
| ATP8A2 | 1 |
| ATP9B | 1 |
| ATPAF2 | 1 |
| ATXN10 | 1 |
| ATXN2L | 1 |
| ATXN3 | 1 |
| ATXN7L1 | 1 |
| AURKA | 1 |
| AVPR1B | 1 |
| AWAT2 | 1 |
| AXIN2 | 1 |
| AXL | 1 |
| AZGP1 | 1 |
| AZU1 | 1 |
| B3GALT5 | 1 |
| B3GNT4 | 1 |
| B3GNT5 | 1 |
| B3GNTL1 | 1 |
| B4GALNT4 | 1 |
| B4GALT3 | 1 |
| B4GALT4 | 1 |
| B4GALT7 | 1 |
| BACE2 | 1 |
| BACH2 | 1 |
| BAG3 | 1 |
| BAIAP2L2 | 1 |
| BANK1 | 1 |
| BARHL1 | 1 |
| BATF | 1 |
| BAX | 1 |
| BAZ1A | 1 |
| BBOF1 | 1 |
| BBS9 | 1 |
| BCAR1 | 1 |
| BCAS3 | 1 |
| BCKDHA | 1 |
| BCKDK | 1 |
| BCL11B | 1 |
| BCL6 | 1 |
| BCL9L | 1 |
| BCOR | 1 |
| BCS1L | 1 |
| BDH1 | 1 |
| BDH2 | 1 |
| BEAN1 | 1 |
| BEND7 | 1 |
| BET1L | 1 |
| BEX2 | 1 |
| BFAR | 1 |
| BHLHA9 | 1 |
| BICDL1 | 1 |
| BIN3 | 1 |
| BLCAP | 1 |
| BMERB1 | 1 |
| BMP1 | 1 |
| BMP2 | 1 |
| BMP4 | 1 |
| BMP6 | 1 |
| BMP7 | 1 |
| BMS1 | 1 |
| BOC | 1 |
| BOLA3 | 1 |
| BOP1 | 1 |
| BPIFB1 | 1 |
| BPIFB3 | 1 |
| BPIFC | 1 |
| BRAT1 | 1 |
| BRCA2 | 1 |
| BRD2 | 1 |
| BRD7 | 1 |
| BRD9 | 1 |
| BRDT | 1 |
| BRF2 | 1 |
| BROX | 1 |
| BSX | 1 |
| BTAF1 | 1 |
| BTBD1 | 1 |
| BTBD2 | 1 |
| BTBD9 | 1 |
| BTF3L4 | 1 |
| BTG3 | 1 |
| BTLA | 1 |
| BTN2A1 | 1 |
| BTN3A3 | 1 |
| BTRC | 1 |
| BUD23 | 1 |
| BYSL | 1 |
| BZW2 | 1 |
| C10orf88 | 1 |
| C10orf99 | 1 |
| C11orf21 | 1 |
| C11orf45 | 1 |
| C11orf52 | 1 |
| C11orf71 | 1 |
| C11orf86 | 1 |
| C12orf4 | 1 |
| C12orf50 | 1 |
| C12orf57 | 1 |
| C12orf71 | 1 |
| C12orf73 | 1 |
| C14orf119 | 1 |
| C14orf93 | 1 |
| C15orf61 | 1 |
| C15orf65 | 1 |
| C16orf89 | 1 |
| C16orf91 | 1 |
| C16orf96 | 1 |
| C19orf53 | 1 |
| C19orf71 | 1 |
| C19orf73 | 1 |
| C1orf100 | 1 |
| C1orf112 | 1 |
| C1orf131 | 1 |
| C1orf159 | 1 |
| C1orf198 | 1 |
| C1orf21 | 1 |
| C1QBP | 1 |
| C1QL2 | 1 |
| C1QTNF2 | 1 |
| C1QTNF7 | 1 |
| C20orf144 | 1 |
| C20orf173 | 1 |
| C20orf85 | 1 |
| C21orf62 | 1 |
| C22orf15 | 1 |
| C22orf31 | 1 |
| C22orf39 | 1 |
| C2CD4B | 1 |
| C2CD4D | 1 |
| C2orf15 | 1 |
| C2orf49 | 1 |
| C2orf72 | 1 |
| C2orf73 | 1 |
| C2orf78 | 1 |
| C3AR1 | 1 |
| C3orf33 | 1 |
| C4orf33 | 1 |
| C4orf45 | 1 |
| C4orf46 | 1 |
| C4orf51 | 1 |
| C5orf51 | 1 |
| C5orf52 | 1 |
| C5orf63 | 1 |
| C6orf163 | 1 |
| C6orf226 | 1 |
| C6orf62 | 1 |
| C7orf57 | 1 |
| C8A | 1 |
| C8orf48 | 1 |
| C8orf88 | 1 |
| C9orf116 | 1 |
| C9orf64 | 1 |
| C9orf78 | 1 |
| CA11 | 1 |
| CA2 | 1 |
| CA8 | 1 |
| CABIN1 | 1 |
| CABLES2 | 1 |
| CABS1 | 1 |
| CACHD1 | 1 |
| CACNA1F | 1 |
| CACNA1G | 1 |
| CACNA1S | 1 |
| CACNA2D1 | 1 |
| CACNA2D3 | 1 |
| CACNB1 | 1 |
| CACNB4 | 1 |
| CACNG5 | 1 |
| CACNG7 | 1 |
| CADM1 | 1 |
| CALB2 | 1 |
| CALCA | 1 |
| CALCRL | 1 |
| CALM1 | 1 |
| CAMK1D | 1 |
| CAMK2D | 1 |
| CAMTA2 | 1 |
| CAP1 | 1 |
| CAPN1 | 1 |
| CAPN14 | 1 |
| CAPN5 | 1 |
| CAPSL | 1 |
| CARD6 | 1 |
| CARD9 | 1 |
| CARS1 | 1 |
| CASC3 | 1 |
| CASKIN1 | 1 |
| CASKIN2 | 1 |
| CASP10 | 1 |
| CASP3 | 1 |
| CASS4 | 1 |
| CASZ1 | 1 |
| CATSPER3 | 1 |
| CATSPER4 | 1 |
| CATSPERD | 1 |
| CAV3 | 1 |
| CAVIN1 | 1 |
| CBL | 1 |
| CBLB | 1 |
| CBLC | 1 |
| CBLL1 | 1 |
| CBY3 | 1 |
| CC2D2A | 1 |
| CC2D2B | 1 |
| CCBE1 | 1 |
| CCDC107 | 1 |
| CCDC125 | 1 |
| CCDC142 | 1 |
| CCDC146 | 1 |
| CCDC149 | 1 |
| CCDC15 | 1 |
| CCDC150 | 1 |
| CCDC157 | 1 |
| CCDC160 | 1 |
| CCDC17 | 1 |
| CCDC170 | 1 |
| CCDC171 | 1 |
| CCDC174 | 1 |
| CCDC177 | 1 |
| CCDC178 | 1 |
| CCDC180 | 1 |
| CCDC184 | 1 |
| CCDC24 | 1 |
| CCDC27 | 1 |
| CCDC30 | 1 |
| CCDC34 | 1 |
| CCDC39 | 1 |
| CCDC43 | 1 |
| CCDC59 | 1 |
| CCDC6 | 1 |
| CCDC68 | 1 |
| CCDC74B | 1 |
| CCDC83 | 1 |
| CCDC85A | 1 |
| CCDC85C | 1 |
| CCDC88B | 1 |
| CCDC88C | 1 |
| CCDC91 | 1 |
| CCK | 1 |
| CCKBR | 1 |
| CCL14 | 1 |
| CCL2 | 1 |
| CCL20 | 1 |
| CCL7 | 1 |
| CCM2 | 1 |
| CCM2L | 1 |
| CCN2 | 1 |
| CCN3 | 1 |
| CCNA1 | 1 |
| CCNA2 | 1 |
| CCND2 | 1 |
| CCNE2 | 1 |
| CCNG2 | 1 |
| CCNH | 1 |
| CCNI | 1 |
| CCNK | 1 |
| CCNP | 1 |
| CCNT2 | 1 |
| CCNYL1 | 1 |
| CCP110 | 1 |
| CCR4 | 1 |
| CCSAP | 1 |
| CCSER1 | 1 |
| CCT4 | 1 |
| CCT8 | 1 |
| CCT8L2 | 1 |
| CD163L1 | 1 |
| CD164L2 | 1 |
| CD180 | 1 |
| CD200R1 | 1 |
| CD200R1L | 1 |
| CD22 | 1 |
| CD248 | 1 |
| CD27 | 1 |
| CD2AP | 1 |
| CD2BP2 | 1 |
| CD3D | 1 |
| CD3E | 1 |
| CD48 | 1 |
| CD69 | 1 |
| CD7 | 1 |
| CD81 | 1 |
| CD82 | 1 |
| CD86 | 1 |
| CD99 | 1 |
| CDA | 1 |
| CDC20B | 1 |
| CDC23 | 1 |
| CDC25B | 1 |
| CDC40 | 1 |
| CDC42BPB | 1 |
| CDC42EP3 | 1 |
| CDC42EP5 | 1 |
| CDC45 | 1 |
| CDCA2 | 1 |
| CDCA8 | 1 |
| CDH10 | 1 |
| CDH18 | 1 |
| CDH19 | 1 |
| CDH20 | 1 |
| CDH22 | 1 |
| CDH23 | 1 |
| CDH26 | 1 |
| CDH9 | 1 |
| CDHR2 | 1 |
| CDHR4 | 1 |
| CDK2 | 1 |
| CDK5R2 | 1 |
| CDK5RAP2 | 1 |
| CDK5RAP3 | 1 |
| CDKN1C | 1 |
| CDKN2A | 1 |
| CDKN2AIP | 1 |
| CDNF | 1 |
| CDON | 1 |
| CDR1 | 1 |
| CDS1 | 1 |
| CDSN | 1 |
| CDX1 | 1 |
| CEACAM16 | 1 |
| CEACAM21 | 1 |
| CEACAM4 | 1 |
| CEACAM6 | 1 |
| CEACAM8 | 1 |
| CEBPB | 1 |
| CEBPE | 1 |
| CEBPZ | 1 |
| CELA1 | 1 |
| CELF1 | 1 |
| CELSR2 | 1 |
| CENATAC | 1 |
| CENPO | 1 |
| CENPU | 1 |
| CEP104 | 1 |
| CEP152 | 1 |
| CEP170 | 1 |
| CEP192 | 1 |
| CEP350 | 1 |
| CEP43 | 1 |
| CEP55 | 1 |
| CEP76 | 1 |
| CEP85 | 1 |
| CER1 | 1 |
| CERS3 | 1 |
| CERS5 | 1 |
| CETP | 1 |
| CFAP100 | 1 |
| CFAP221 | 1 |
| CFAP299 | 1 |
| CFAP44 | 1 |
| CFAP58 | 1 |
| CFAP69 | 1 |
| CFAP91 | 1 |
| CFAP92 | 1 |
| CFAP97D1 | 1 |
| CGGBP1 | 1 |
| CH25H | 1 |
| CHCHD1 | 1 |
| CHCHD3 | 1 |
| CHCHD5 | 1 |
| CHCHD7 | 1 |
| CHD7 | 1 |
| CHDH | 1 |
| CHKA | 1 |
| CHM | 1 |
| CHMP1B | 1 |
| CHMP3 | 1 |
| CHMP4C | 1 |
| CHORDC1 | 1 |
| CHP1 | 1 |
| CHP2 | 1 |
| CHPF2 | 1 |
| CHRAC1 | 1 |
| CHRD | 1 |
| CHRDL2 | 1 |
| CHRNA2 | 1 |
| CHRNB2 | 1 |
| CHST2 | 1 |
| CHST3 | 1 |
| CHST8 | 1 |
| CHSY1 | 1 |
| CHSY3 | 1 |
| CHURC1 | 1 |
| CIAO2B | 1 |
| CIAPIN1 | 1 |
| CIB1 | 1 |
| CIB4 | 1 |
| CIDEA | 1 |
| CIITA | 1 |
| CINP | 1 |
| CIP2A | 1 |
| CIT | 1 |
| CIZ1 | 1 |
| CKAP2 | 1 |
| CKS2 | 1 |
| CLCC1 | 1 |
| CLCN1 | 1 |
| CLCN2 | 1 |
| CLCN7 | 1 |
| CLDN11 | 1 |
| CLDN19 | 1 |
| CLDN23 | 1 |
| CLDN6 | 1 |
| CLDN7 | 1 |
| CLDN9 | 1 |
| CLEC12A | 1 |
| CLEC3A | 1 |
| CLEC4A | 1 |
| CLEC4D | 1 |
| CLEC7A | 1 |
| CLIC1 | 1 |
| CLIC4 | 1 |
| CLIC5 | 1 |
| CLIP3 | 1 |
| CLK2 | 1 |
| CLLU1-AS1 | 1 |
| CLNK | 1 |
| CLPS | 1 |
| CLPTM1 | 1 |
| CLPTM1L | 1 |
| CLRN3 | 1 |
| CLSTN3 | 1 |
| CLTB | 1 |
| CLU | 1 |
| CLUL1 | 1 |
| CLVS1 | 1 |
| CMC1 | 1 |
| CMC4 | 1 |
| CMPK2 | 1 |
| CMSS1 | 1 |
| CNBD1 | 1 |
| CNGB3 | 1 |
| CNIH3 | 1 |
| CNKSR1 | 1 |
| CNOT8 | 1 |
| CNP | 1 |
| CNPY1 | 1 |
| CNPY4 | 1 |
| CNTF | 1 |
| CNTN3 | 1 |
| COA5 | 1 |
| COA6 | 1 |
| COA7 | 1 |
| COG1 | 1 |
| COG2 | 1 |
| COG4 | 1 |
| COL12A1 | 1 |
| COL13A1 | 1 |
| COL14A1 | 1 |
| COL17A1 | 1 |
| COL20A1 | 1 |
| COL23A1 | 1 |
| COL27A1 | 1 |
| COL5A3 | 1 |
| COL6A1 | 1 |
| COL6A2 | 1 |
| COLCA2 | 1 |
| COLEC10 | 1 |
| COLGALT1 | 1 |
| COLGALT2 | 1 |
| COMMD4 | 1 |
| COPA | 1 |
| COPS2 | 1 |
| COPZ1 | 1 |
| COQ10A | 1 |
| COQ3 | 1 |
| COQ5 | 1 |
| COQ6 | 1 |
| COQ7 | 1 |
| COQ8B | 1 |
| CORIN | 1 |
| CORO1A | 1 |
| COX10 | 1 |
| COX11 | 1 |
| COX14 | 1 |
| COX15 | 1 |
| COX16 | 1 |
| COX17 | 1 |
| COX18 | 1 |
| COX19 | 1 |
| COX20 | 1 |
| COX4I1 | 1 |
| COX5B | 1 |
| COX6B1 | 1 |
| COX7A2 | 1 |
| COX7A2L | 1 |
| COX7B2 | 1 |
| COX8C | 1 |
| CPA3 | 1 |
| CPE | 1 |
| CPEB2 | 1 |
| CPEB3 | 1 |
| CPLANE2 | 1 |
| CPLX1 | 1 |
| CPLX3 | 1 |
| CPNE4 | 1 |
| CPNE7 | 1 |
| CPNE9 | 1 |
| CPS1 | 1 |
| CPSF4 | 1 |
| CPVL | 1 |
| CRACR2A | 1 |
| CRACR2B | 1 |
| CRAMP1 | 1 |
| CRB2 | 1 |
| CRCP | 1 |
| CRCT1 | 1 |
| CREB1 | 1 |
| CREB3L2 | 1 |
| CREB5 | 1 |
| CREBL2 | 1 |
| CREBRF | 1 |
| CRHBP | 1 |
| CRHR1 | 1 |
| CRISP1 | 1 |
| CRISP3 | 1 |
| CRLF1 | 1 |
| CRNN | 1 |
| CRP | 1 |
| CRTC2 | 1 |
| CRTC3 | 1 |
| CRY2 | 1 |
| CRYAB | 1 |
| CRYBA2 | 1 |
| CRYBA4 | 1 |
| CRYBB1 | 1 |
| CRYGD | 1 |
| CRYL1 | 1 |
| CSDC2 | 1 |
| CSF1R | 1 |
| CSGALNACT1 | 1 |
| CSMD3 | 1 |
| CSN3 | 1 |
| CSNK1A1 | 1 |
| CST9L | 1 |
| CSTF2T | 1 |
| CTAGE1 | 1 |
| CTBP1 | 1 |
| CTBS | 1 |
| CTCFL | 1 |
| CTHRC1 | 1 |
| CTNNA3 | 1 |
| CTNNBIP1 | 1 |
| CTNND2 | 1 |
| CTPS2 | 1 |
| CTSA | 1 |
| CTSE | 1 |
| CTSK | 1 |
| CTSL | 1 |
| CTTN | 1 |
| CTXN2 | 1 |
| CUBN | 1 |
| CUL7 | 1 |
| CUL9 | 1 |
| CUTA | 1 |
| CX3CR1 | 1 |
| CXCL11 | 1 |
| CXCL17 | 1 |
| CXCL3 | 1 |
| CXCL5 | 1 |
| CXCL9 | 1 |
| CXCR1 | 1 |
| CXCR3 | 1 |
| CYB5R3 | 1 |
| CYB5R4 | 1 |
| CYBC1 | 1 |
| CYC1 | 1 |
| CYGB | 1 |
| CYP2A13 | 1 |
| CYP2A6 | 1 |
| CYP2F1 | 1 |
| CYP2S1 | 1 |
| CYP39A1 | 1 |
| CYP3A43 | 1 |
| CYP3A5 | 1 |
| CYP4B1 | 1 |
| CYP4F2 | 1 |
| CYP4F3 | 1 |
| CYP4X1 | 1 |
| CYP8B1 | 1 |
| CYREN | 1 |
| CYSLTR1 | 1 |
| DAB2IP | 1 |
| DAG1 | 1 |
| DAGLA | 1 |
| DAO | 1 |
| DAP3 | 1 |
| DAPK2 | 1 |
| DARS2 | 1 |
| DAZAP2 | 1 |
| DBH | 1 |
| DBI | 1 |
| DBNL | 1 |
| DBP | 1 |
| DCAF11 | 1 |
| DCAF12 | 1 |
| DCAF12L1 | 1 |
| DCAF15 | 1 |
| DCAF17 | 1 |
| DCAF4L2 | 1 |
| DCAF6 | 1 |
| DCAF8 | 1 |
| DCANP1 | 1 |
| DCDC2 | 1 |
| DCHS1 | 1 |
| DCHS2 | 1 |
| DCN | 1 |
| DCSTAMP | 1 |
| DCTD | 1 |
| DCTN3 | 1 |
| DCUN1D4 | 1 |
| DCUN1D5 | 1 |
| DCX | 1 |
| DDB2 | 1 |
| DDHD2 | 1 |
| DDIT4L | 1 |
| DDO | 1 |
| DDOST | 1 |
| DDR2 | 1 |
| DDX11 | 1 |
| DDX17 | 1 |
| DDX18 | 1 |
| DDX24 | 1 |
| DDX39B | 1 |
| DDX4 | 1 |
| DDX42 | 1 |
| DDX47 | 1 |
| DDX54 | 1 |
| DDX58 | 1 |
| DDX60 | 1 |
| DECR1 | 1 |
| DECR2 | 1 |
| DEDD2 | 1 |
| DEF6 | 1 |
| DEFA5 | 1 |
| DEFB1 | 1 |
| DEFB108B | 1 |
| DEFB121 | 1 |
| DEFB126 | 1 |
| DEFB132 | 1 |
| DEFB136 | 1 |
| DENND10 | 1 |
| DENND2A | 1 |
| DENND2B | 1 |
| DENND4C | 1 |
| DENND5B | 1 |
| DENND6A | 1 |
| DENND6B | 1 |
| DEPDC5 | 1 |
| DEPP1 | 1 |
| DERL2 | 1 |
| DFFA | 1 |
| DGCR2 | 1 |
| DGKI | 1 |
| DGLUCY | 1 |
| DHCR24 | 1 |
| DHDH | 1 |
| DHRS2 | 1 |
| DHRS7 | 1 |
| DHTKD1 | 1 |
| DHX15 | 1 |
| DHX32 | 1 |
| DHX34 | 1 |
| DHX35 | 1 |
| DHX37 | 1 |
| DHX8 | 1 |
| DIABLO | 1 |
| DIAPH1 | 1 |
| DIAPH3 | 1 |
| DIO1 | 1 |
| DIO2 | 1 |
| DIPK1C | 1 |
| DIRAS2 | 1 |
| DIRAS3 | 1 |
| DISP3 | 1 |
| DLAT | 1 |
| DLG3 | 1 |
| DLG4 | 1 |
| DLGAP4 | 1 |
| DLGAP5 | 1 |
| DLX2 | 1 |
| DLX6 | 1 |
| DMAC2L | 1 |
| DMP1 | 1 |
| DMRTB1 | 1 |
| DMTN | 1 |
| DMXL2 | 1 |
| DNAAF2 | 1 |
| DNAH1 | 1 |
| DNAJA4 | 1 |
| DNAJB5 | 1 |
| DNAJC1 | 1 |
| DNAJC11 | 1 |
| DNAJC14 | 1 |
| DNAJC17 | 1 |
| DNAJC19 | 1 |
| DNAJC21 | 1 |
| DNAJC25 | 1 |
| DNAJC7 | 1 |
| DNASE1 | 1 |
| DNER | 1 |
| DNHD1 | 1 |
| DNM1 | 1 |
| DNM2 | 1 |
| DOC2A | 1 |
| DOCK8 | 1 |
| DOCK8-AS1 | 1 |
| DOK2 | 1 |
| DOK3 | 1 |
| DOLPP1 | 1 |
| DONSON | 1 |
| DOP1B | 1 |
| DOT1L | 1 |
| DPCD | 1 |
| DPH5 | 1 |
| DPM3 | 1 |
| DPP7 | 1 |
| DPY19L2 | 1 |
| DRAXIN | 1 |
| DRD1 | 1 |
| DRG1 | 1 |
| DROSHA | 1 |
| DSC2 | 1 |
| DSC3 | 1 |
| DSE | 1 |
| DSP | 1 |
| DSTYK | 1 |
| DTL | 1 |
| DTWD1 | 1 |
| DTWD2 | 1 |
| DTX1 | 1 |
| DTX3L | 1 |
| DTYMK | 1 |
| DUOX2 | 1 |
| DUS1L | 1 |
| DUSP26 | 1 |
| DUSP29 | 1 |
| DUT | 1 |
| DVL1 | 1 |
| DVL2 | 1 |
| DYM | 1 |
| DYNC2I2 | 1 |
| DYNLL2 | 1 |
| DYNLT1 | 1 |
| DYRK3 | 1 |
| DYRK4 | 1 |
| DZIP1L | 1 |
| DZIP3 | 1 |
| E2F6 | 1 |
| EAF2 | 1 |
| EAPP | 1 |
| EBF2 | 1 |
| EBF3 | 1 |
| EBF4 | 1 |
| ECD | 1 |
| ECHDC2 | 1 |
| ECM2 | 1 |
| ECSIT | 1 |
| EDN1 | 1 |
| EDN2 | 1 |
| EDN3 | 1 |
| EEF1A1 | 1 |
| EEF1A2 | 1 |
| EEF1AKMT2 | 1 |
| EEF1AKMT4 | 1 |
| EEF1B2 | 1 |
| EEF2K | 1 |
| EFCAB13 | 1 |
| EFCAB6 | 1 |
| EFCC1 | 1 |
| EFEMP1 | 1 |
| EFHD1 | 1 |
| EFL1 | 1 |
| EFNB1 | 1 |
| EGFL8 | 1 |
| EGLN1 | 1 |
| EHMT2 | 1 |
| EID2B | 1 |
| EIF2AK1 | 1 |
| EIF2B2 | 1 |
| EIF2B5 | 1 |
| EIF2S2 | 1 |
| EIF2S3 | 1 |
| EIF3A | 1 |
| EIF3D | 1 |
| EIF3E | 1 |
| EIF3F | 1 |
| EIF3G | 1 |
| EIF4A3 | 1 |
| EIF4B | 1 |
| EIF4E | 1 |
| EIF4E3 | 1 |
| EIF4EBP1 | 1 |
| EIF4G1 | 1 |
| EIF4G3 | 1 |
| EIF5 | 1 |
| ELAC2 | 1 |
| ELANE | 1 |
| ELAVL4 | 1 |
| ELF2 | 1 |
| ELF5 | 1 |
| ELFN1 | 1 |
| ELFN2 | 1 |
| ELK3 | 1 |
| ELOA | 1 |
| ELOA2 | 1 |
| ELOVL1 | 1 |
| ELOVL6 | 1 |
| EMILIN1 | 1 |
| EML1 | 1 |
| EML5 | 1 |
| EMP1 | 1 |
| EMP2 | 1 |
| ENAH | 1 |
| ENAM | 1 |
| ENC1 | 1 |
| ENDOV | 1 |
| ENOX1 | 1 |
| ENPP7 | 1 |
| ENTHD1 | 1 |
| ENTPD1 | 1 |
| ENTPD4 | 1 |
| ENTPD6 | 1 |
| EP300 | 1 |
| EP400 | 1 |
| EPAS1 | 1 |
| EPB41 | 1 |
| EPB41L1 | 1 |
| EPB41L5 | 1 |
| EPB42 | 1 |
| EPGN | 1 |
| EPHA10 | 1 |
| EPHA3 | 1 |
| EPHA4 | 1 |
| EPHA8 | 1 |
| EPHB2 | 1 |
| EPM2A | 1 |
| EPPIN | 1 |
| EPS15 | 1 |
| EPYC | 1 |
| ERAL1 | 1 |
| ERAS | 1 |
| ERCC2 | 1 |
| ERCC3 | 1 |
| ERCC6 | 1 |
| ERICH3 | 1 |
| ERICH5 | 1 |
| ERN1 | 1 |
| ERP27 | 1 |
| ERP44 | 1 |
| ESF1 | 1 |
| ESPNL | 1 |
| ESR2 | 1 |
| ESRRG | 1 |
| ETNPPL | 1 |
| ETS1 | 1 |
| EVA1A | 1 |
| EVI2A | 1 |
| EVL | 1 |
| EVX1 | 1 |
| EWSR1 | 1 |
| EXO5 | 1 |
| EXOC3L4 | 1 |
| EXOC8 | 1 |
| EXOSC1 | 1 |
| EXOSC10 | 1 |
| EXOSC5 | 1 |
| EXOSC6 | 1 |
| EXOSC8 | 1 |
| EXTL3 | 1 |
| EYA2 | 1 |
| EYS | 1 |
| F13B | 1 |
| F2R | 1 |
| F2RL1 | 1 |
| F3 | 1 |
| F7 | 1 |
| FABP3 | 1 |
| FABP6 | 1 |
| FABP7 | 1 |
| FADD | 1 |
| FADS2 | 1 |
| FAIM | 1 |
| FAM102A | 1 |
| FAM114A2 | 1 |
| FAM118A | 1 |
| FAM118B | 1 |
| FAM120C | 1 |
| FAM131B | 1 |
| FAM133B | 1 |
| FAM151B | 1 |
| FAM153A | 1 |
| FAM161A | 1 |
| FAM162A | 1 |
| FAM163B | 1 |
| FAM167A | 1 |
| FAM169A | 1 |
| FAM170B | 1 |
| FAM171B | 1 |
| FAM180A | 1 |
| FAM186A | 1 |
| FAM189B | 1 |
| FAM193B | 1 |
| FAM210B | 1 |
| FAM218A | 1 |
| FAM219B | 1 |
| FAM221B | 1 |
| FAM222A | 1 |
| FAM241B | 1 |
| FAM24B | 1 |
| FAM25A | 1 |
| FAM43A | 1 |
| FAM43B | 1 |
| FAM53A | 1 |
| FAM53B | 1 |
| FAM71B | 1 |
| FAM71D | 1 |
| FAM71E1 | 1 |
| FAM71F1 | 1 |
| FAM78A | 1 |
| FAM83B | 1 |
| FAM83C | 1 |
| FAM83E | 1 |
| FAM89A | 1 |
| FAM91A1 | 1 |
| FAM98B | 1 |
| FANCD2OS | 1 |
| FANCF | 1 |
| FAP | 1 |
| FAR1 | 1 |
| FASN | 1 |
| FASTKD5 | 1 |
| FAT4 | 1 |
| FBF1 | 1 |
| FBH1 | 1 |
| FBN2 | 1 |
| FBN3 | 1 |
| FBP2 | 1 |
| FBRSL1 | 1 |
| FBXL14 | 1 |
| FBXL15 | 1 |
| FBXL17 | 1 |
| FBXL20 | 1 |
| FBXL4 | 1 |
| FBXL5 | 1 |
| FBXO11 | 1 |
| FBXO16 | 1 |
| FBXO21 | 1 |
| FBXO25 | 1 |
| FBXO28 | 1 |
| FBXO3 | 1 |
| FBXO34 | 1 |
| FBXO36 | 1 |
| FBXO39 | 1 |
| FBXO40 | 1 |
| FBXO42 | 1 |
| FBXO5 | 1 |
| FBXO6 | 1 |
| FBXO8 | 1 |
| FCER1A | 1 |
| FCF1 | 1 |
| FCGR2B | 1 |
| FCN2 | 1 |
| FCRL3 | 1 |
| FCRL5 | 1 |
| FCRLA | 1 |
| FCRLB | 1 |
| FCSK | 1 |
| FDFT1 | 1 |
| FDPS | 1 |
| FEM1B | 1 |
| FEM1C | 1 |
| FERMT3 | 1 |
| FEZ2 | 1 |
| FEZF2 | 1 |
| FGD2 | 1 |
| FGF14 | 1 |
| FGF17 | 1 |
| FGF2 | 1 |
| FGF3 | 1 |
| FGF5 | 1 |
| FGF7 | 1 |
| FGFR1OP2 | 1 |
| FGFRL1 | 1 |
| FGGY | 1 |
| FH | 1 |
| FHIT | 1 |
| FKBP1A | 1 |
| FKBP2 | 1 |
| FKBP7 | 1 |
| FKBP8 | 1 |
| FKBPL | 1 |
| FLRT3 | 1 |
| FLT3LG | 1 |
| FLVCR1 | 1 |
| FLVCR2 | 1 |
| FLYWCH2 | 1 |
| FMOD | 1 |
| FN3KRP | 1 |
| FNBP1 | 1 |
| FNDC1 | 1 |
| FNDC10 | 1 |
| FNDC11 | 1 |
| FNDC5 | 1 |
| FNIP2 | 1 |
| FOS | 1 |
| FOSL2 | 1 |
| FOXB2 | 1 |
| FOXD2 | 1 |
| FOXE3 | 1 |
| FOXF1 | 1 |
| FOXG1 | 1 |
| FOXH1 | 1 |
| FOXI2 | 1 |
| FOXK2 | 1 |
| FOXL2 | 1 |
| FOXO1 | 1 |
| FOXO4 | 1 |
| FOXP1 | 1 |
| FOXR1 | 1 |
| FOXS1 | 1 |
| FPGS | 1 |
| FPGT | 1 |
| FPR1 | 1 |
| FRAT1 | 1 |
| FRAT2 | 1 |
| FRG2C | 1 |
| FRMD3 | 1 |
| FRMD4A | 1 |
| FSCB | 1 |
| FSCN2 | 1 |
| FSCN3 | 1 |
| FSD2 | 1 |
| FSIP1 | 1 |
| FTL | 1 |
| FUBP3 | 1 |
| FUCA1 | 1 |
| FUOM | 1 |
| FUT7 | 1 |
| FXYD7 | 1 |
| FZD7 | 1 |
| FZD8 | 1 |
| G2E3 | 1 |
| G6PC2 | 1 |
| GABPA | 1 |
| GABRA4 | 1 |
| GABRP | 1 |
| GAD2 | 1 |
| GADD45GIP1 | 1 |
| GALK1 | 1 |
| GALNT1 | 1 |
| GALNT12 | 1 |
| GALNT9 | 1 |
| GALR2 | 1 |
| GALR3 | 1 |
| GAPVD1 | 1 |
| GAR1 | 1 |
| GAREM2 | 1 |
| GARNL3 | 1 |
| GAS2 | 1 |
| GAS2L1 | 1 |
| GAS7 | 1 |
| GAS8 | 1 |
| GASK1A | 1 |
| GATA2 | 1 |
| GATA3 | 1 |
| GATA4 | 1 |
| GATA6 | 1 |
| GATC | 1 |
| GBE1 | 1 |
| GBP1 | 1 |
| GCFC2 | 1 |
| GCK | 1 |
| GCKR | 1 |
| GCSAM | 1 |
| GDF15 | 1 |
| GDF2 | 1 |
| GDNF | 1 |
| GDPD5 | 1 |
| GEM | 1 |
| GEMIN5 | 1 |
| GEN1 | 1 |
| GFAP | 1 |
| GFY | 1 |
| GGA3 | 1 |
| GGTLC2 | 1 |
| GH1 | 1 |
| GHRHR | 1 |
| GID8 | 1 |
| GIMAP7 | 1 |
| GIP | 1 |
| GIT2 | 1 |
| GJB2 | 1 |
| GJB6 | 1 |
| GJC2 | 1 |
| GJD2 | 1 |
| GKN2 | 1 |
| GLB1L2 | 1 |
| GLCE | 1 |
| GLG1 | 1 |
| GLI2 | 1 |
| GLOD5 | 1 |
| GLRX5 | 1 |
| GLS2 | 1 |
| GLT6D1 | 1 |
| GLYATL1 | 1 |
| GLYATL2 | 1 |
| GLYATL3 | 1 |
| GMEB1 | 1 |
| GNA15 | 1 |
| GNB1L | 1 |
| GNG12 | 1 |
| GNGT1 | 1 |
| GNPAT | 1 |
| GNRH1 | 1 |
| GNRH2 | 1 |
| GOLGA2 | 1 |
| GOLPH3L | 1 |
| GOPC | 1 |
| GORAB | 1 |
| GP5 | 1 |
| GPAT2 | 1 |
| GPATCH2L | 1 |
| GPBP1L1 | 1 |
| GPC1 | 1 |
| GPHA2 | 1 |
| GPI | 1 |
| GPN2 | 1 |
| GPR119 | 1 |
| GPR12 | 1 |
| GPR141 | 1 |
| GPR151 | 1 |
| GPR156 | 1 |
| GPR171 | 1 |
| GPR182 | 1 |
| GPR19 | 1 |
| GPR21 | 1 |
| GPR37L1 | 1 |
| GPR50 | 1 |
| GPR6 | 1 |
| GPR62 | 1 |
| GPR65 | 1 |
| GPR75 | 1 |
| GPRC5C | 1 |
| GPRC6A | 1 |
| GPSM1 | 1 |
| GPSM3 | 1 |
| GRHPR | 1 |
| GRID1 | 1 |
| GRID2 | 1 |
| GRIK1 | 1 |
| GRIK2 | 1 |
| GRIN2B | 1 |
| GRIN3A | 1 |
| GRIN3B | 1 |
| GRK2 | 1 |
| GRM4 | 1 |
| GRWD1 | 1 |
| GRXCR2 | 1 |
| GSAP | 1 |
| GSDMC | 1 |
| GSE1 | 1 |
| GSK3A | 1 |
| GSPT1 | 1 |
| GSR | 1 |
| GSS | 1 |
| GSTA3 | 1 |
| GSTM2 | 1 |
| GSTM3 | 1 |
| GSTO2 | 1 |
| GTF2A1 | 1 |
| GTF2A2 | 1 |
| GTF2F2 | 1 |
| GTF2H5 | 1 |
| GTF2IRD1 | 1 |
| GTF3C1 | 1 |
| GTF3C3 | 1 |
| GTF3C4 | 1 |
| GTPBP10 | 1 |
| GTPBP8 | 1 |
| GUCY1B1 | 1 |
| GUCY2C | 1 |
| GUCY2F | 1 |
| GXYLT1 | 1 |
| GXYLT2 | 1 |
| GYG1 | 1 |
| GYPA | 1 |
| GYS2 | 1 |
| GZMB | 1 |
| GZMK | 1 |
| H1-5 | 1 |
| H2AC1 | 1 |
| H2AC4 | 1 |
| H2AW | 1 |
| H2AZ1 | 1 |
| H2BC1 | 1 |
| H2BW1 | 1 |
| H3C11 | 1 |
| H3C13 | 1 |
| H3C2 | 1 |
| H3C7 | 1 |
| H3C8 | 1 |
| H4C13 | 1 |
| H4C3 | 1 |
| HACD1 | 1 |
| HACD4 | 1 |
| HAGH | 1 |
| HAO1 | 1 |
| HAVCR1 | 1 |
| HAVCR2 | 1 |
| HBP1 | 1 |
| HBS1L | 1 |
| HCCS | 1 |
| HCLS1 | 1 |
| HCRTR1 | 1 |
| HDAC4 | 1 |
| HDAC7 | 1 |
| HDHD2 | 1 |
| HEATR3 | 1 |
| HECA | 1 |
| HECW2 | 1 |
| HEPACAM | 1 |
| HEPACAM2 | 1 |
| HEPH | 1 |
| HERC3 | 1 |
| HERC4 | 1 |
| HERC5 | 1 |
| HERC6 | 1 |
| HEXIM1 | 1 |
| HEYL | 1 |
| HHATL | 1 |
| HHIPL2 | 1 |
| HIBCH | 1 |
| HIF1AN | 1 |
| HINT2 | 1 |
| HIPK4 | 1 |
| HIRIP3 | 1 |
| HJV | 1 |
| HLA-DMA | 1 |
| HLA-DPB1 | 1 |
| HLA-DQA2 | 1 |
| HLA-DRA | 1 |
| HLA-E | 1 |
| HLA-G | 1 |
| HMBOX1 | 1 |
| HMBS | 1 |
| HMCES | 1 |
| HMCN1 | 1 |
| HMGB2 | 1 |
| HMGB3 | 1 |
| HMGCS2 | 1 |
| HMGN5 | 1 |
| HMGXB4 | 1 |
| HMOX2 | 1 |
| HMSD | 1 |
| HNRNPA0 | 1 |
| HNRNPA1 | 1 |
| HNRNPC | 1 |
| HNRNPH1 | 1 |
| HNRNPL | 1 |
| HNRNPR | 1 |
| HOMEZ | 1 |
| HOOK2 | 1 |
| HOOK3 | 1 |
| HOPX | 1 |
| HOXA2 | 1 |
| HOXA4 | 1 |
| HOXB2 | 1 |
| HOXB3 | 1 |
| HOXB5 | 1 |
| HOXB6 | 1 |
| HOXB7 | 1 |
| HOXC13 | 1 |
| HOXC4 | 1 |
| HOXD1 | 1 |
| HPS1 | 1 |
| HPSE | 1 |
| HPSE2 | 1 |
| HR | 1 |
| HS1BP3 | 1 |
| HS3ST1 | 1 |
| HS3ST2 | 1 |
| HSD17B12 | 1 |
| HSD17B4 | 1 |
| HSD3B7 | 1 |
| HSDL1 | 1 |
| HSDL2 | 1 |
| HSP90B1 | 1 |
| HSPA14 | 1 |
| HSPA1L | 1 |
| HSPA5 | 1 |
| HSPA6 | 1 |
| HSPA8 | 1 |
| HSPB2 | 1 |
| HSPB8 | 1 |
| HSPBAP1 | 1 |
| HTR3E | 1 |
| HTRA1 | 1 |
| HYAL1 | 1 |
| HYPK | 1 |
| IARS1 | 1 |
| IARS2 | 1 |
| ICAM4 | 1 |
| ICMT | 1 |
| ID2 | 1 |
| IDH3A | 1 |
| IDS | 1 |
| IER3IP1 | 1 |
| IFI27L1 | 1 |
| IFI44 | 1 |
| IFI6 | 1 |
| IFIT1B | 1 |
| IFIT2 | 1 |
| IFIT3 | 1 |
| IFITM2 | 1 |
| IFNA10 | 1 |
| IFNA14 | 1 |
| IFNA2 | 1 |
| IFNA4 | 1 |
| IFNL1 | 1 |
| IFNLR1 | 1 |
| IFNW1 | 1 |
| IFT122 | 1 |
| IFT74 | 1 |
| IFT80 | 1 |
| IGDCC3 | 1 |
| IGDCC4 | 1 |
| IGF2BP2 | 1 |
| IGFBP3 | 1 |
| IGFBPL1 | 1 |
| IGFL1 | 1 |
| IGFL3 | 1 |
| IGFL4 | 1 |
| IGFLR1 | 1 |
| IGLON5 | 1 |
| IGSF1 | 1 |
| IGSF11 | 1 |
| IGSF5 | 1 |
| IHO1 | 1 |
| IL12A | 1 |
| IL13 | 1 |
| IL15 | 1 |
| IL17A | 1 |
| IL17D | 1 |
| IL17RA | 1 |
| IL17RC | 1 |
| IL1RAPL1 | 1 |
| IL22 | 1 |
| IL25 | 1 |
| IL27 | 1 |
| IL32 | 1 |
| IL36A | 1 |
| IL37 | 1 |
| IL4 | 1 |
| ILDR2 | 1 |
| ILF2 | 1 |
| ILK | 1 |
| IMMP2L | 1 |
| INCENP | 1 |
| ING1 | 1 |
| ING4 | 1 |
| INHBC | 1 |
| INPP4A | 1 |
| INPP4B | 1 |
| INPP5A | 1 |
| INSL3 | 1 |
| INSL4 | 1 |
| INSM1 | 1 |
| INSYN2A | 1 |
| INTS1 | 1 |
| INTS6 | 1 |
| INTS6L | 1 |
| IPMK | 1 |
| IPP | 1 |
| IQCB1 | 1 |
| IQCC | 1 |
| IQCF2 | 1 |
| IQCK | 1 |
| IQGAP1 | 1 |
| IQSEC2 | 1 |
| IRAG1 | 1 |
| IRF2 | 1 |
| IRF7 | 1 |
| IRS1 | 1 |
| ISCA1 | 1 |
| ISG20 | 1 |
| ISL2 | 1 |
| ISLR2 | 1 |
| ISM1 | 1 |
| ISOC1 | 1 |
| ITGA1 | 1 |
| ITGA2 | 1 |
| ITGA4 | 1 |
| ITGA6 | 1 |
| ITGA7 | 1 |
| ITGAM | 1 |
| ITGB7 | 1 |
| ITGB8 | 1 |
| ITK | 1 |
| ITPKC | 1 |
| ITPRID1 | 1 |
| ITPRID2 | 1 |
| ITSN1 | 1 |
| IVL | 1 |
| IYD | 1 |
| IZUMO2 | 1 |
| IZUMO3 | 1 |
| IZUMO4 | 1 |
| JADE1 | 1 |
| JAGN1 | 1 |
| JAKMIP1 | 1 |
| JAKMIP2 | 1 |
| JAKMIP3 | 1 |
| JAM2 | 1 |
| JCAD | 1 |
| JHY | 1 |
| JKAMP | 1 |
| JMJD6 | 1 |
| JMJD8 | 1 |
| JPT1 | 1 |
| KALRN | 1 |
| KANSL2 | 1 |
| KARS1 | 1 |
| KAT6A | 1 |
| KAT7 | 1 |
| KATNA1 | 1 |
| KATNBL1 | 1 |
| KBTBD6 | 1 |
| KCMF1 | 1 |
| KCNAB1 | 1 |
| KCNAB2 | 1 |
| KCNAB3 | 1 |
| KCNB1 | 1 |
| KCNB2 | 1 |
| KCNC4 | 1 |
| KCND2 | 1 |
| KCND3 | 1 |
| KCNE2 | 1 |
| KCNE4 | 1 |
| KCNF1 | 1 |
| KCNG1 | 1 |
| KCNH4 | 1 |
| KCNH7 | 1 |
| KCNIP1 | 1 |
| KCNJ11 | 1 |
| KCNJ5 | 1 |
| KCNJ8 | 1 |
| KCNK13 | 1 |
| KCNK18 | 1 |
| KCNK4 | 1 |
| KCNK6 | 1 |
| KCNMB3 | 1 |
| KCTD4 | 1 |
| KCTD8 | 1 |
| KDM3B | 1 |
| KDM4A | 1 |
| KDM4D | 1 |
| KDM5C | 1 |
| KDM6B | 1 |
| KHDC1L | 1 |
| KHK | 1 |
| KIAA0232 | 1 |
| KIAA0319 | 1 |
| KIAA0513 | 1 |
| KIAA1549 | 1 |
| KIAA1958 | 1 |
| KIF13A | 1 |
| KIF16B | 1 |
| KIF25 | 1 |
| KIF5B | 1 |
| KIN | 1 |
| KIR2DL4 | 1 |
| KIRREL3 | 1 |
| KIT | 1 |
| KL | 1 |
| KLC1 | 1 |
| KLF4 | 1 |
| KLHDC2 | 1 |
| KLHDC3 | 1 |
| KLHDC4 | 1 |
| KLHL12 | 1 |
| KLHL14 | 1 |
| KLHL3 | 1 |
| KLHL30 | 1 |
| KLHL38 | 1 |
| KLHL40 | 1 |
| KLHL41 | 1 |
| KLHL8 | 1 |
| KLHL9 | 1 |
| KLK2 | 1 |
| KLK6 | 1 |
| KLK9 | 1 |
| KLRB1 | 1 |
| KLRC3 | 1 |
| KMO | 1 |
| KMT2D | 1 |
| KNG1 | 1 |
| KRBOX5 | 1 |
| KRIT1 | 1 |
| KRT1 | 1 |
| KRT10-AS1 | 1 |
| KRT13 | 1 |
| KRT14 | 1 |
| KRT15 | 1 |
| KRT16 | 1 |
| KRT19 | 1 |
| KRT25 | 1 |
| KRT3 | 1 |
| KRT36 | 1 |
| KRT38 | 1 |
| KRT73 | 1 |
| KRT76 | 1 |
| KRT79 | 1 |
| KRT8 | 1 |
| KRT80 | 1 |
| KRTAP11-1 | 1 |
| KRTAP12-1 | 1 |
| KRTAP13-2 | 1 |
| KRTAP13-3 | 1 |
| KRTAP15-1 | 1 |
| KRTAP19-1 | 1 |
| KRTAP19-4 | 1 |
| KRTAP19-7 | 1 |
| KRTAP19-8 | 1 |
| KRTAP20-2 | 1 |
| KRTAP21-3 | 1 |
| KRTAP23-1 | 1 |
| KRTAP25-1 | 1 |
| KRTAP27-1 | 1 |
| KRTAP3-3 | 1 |
| KRTAP4-11 | 1 |
| KRTAP5-1 | 1 |
| KRTAP5-3 | 1 |
| KRTAP5-5 | 1 |
| KRTAP6-1 | 1 |
| KRTDAP | 1 |
| KY | 1 |
| KYAT3 | 1 |
| L3MBTL3 | 1 |
| LAD1 | 1 |
| LALBA | 1 |
| LAMA3 | 1 |
| LAMB2 | 1 |
| LAMP5 | 1 |
| LAMTOR1 | 1 |
| LAMTOR3 | 1 |
| LANCL2 | 1 |
| LAPTM4A | 1 |
| LAPTM5 | 1 |
| LARGE1 | 1 |
| LARGE2 | 1 |
| LARS1 | 1 |
| LASP1 | 1 |
| LATS2 | 1 |
| LBP | 1 |
| LCE2A | 1 |
| LCE4A | 1 |
| LCE5A | 1 |
| LCE6A | 1 |
| LCLAT1 | 1 |
| LCN1 | 1 |
| LCN12 | 1 |
| LCN6 | 1 |
| LCN8 | 1 |
| LCN9 | 1 |
| LCORL | 1 |
| LDB1 | 1 |
| LDHA | 1 |
| LDHAL6B | 1 |
| LDLRAD1 | 1 |
| LDLRAD3 | 1 |
| LDLRAD4 | 1 |
| LEF1 | 1 |
| LEFTY2 | 1 |
| LEMD2 | 1 |
| LENG8 | 1 |
| LEPROTL1 | 1 |
| LFNG | 1 |
| LGALS14 | 1 |
| LGALS3 | 1 |
| LGI2 | 1 |
| LGI3 | 1 |
| LGI4 | 1 |
| LGR4 | 1 |
| LHFPL2 | 1 |
| LHX8 | 1 |
| LIM2 | 1 |
| LIMD1 | 1 |
| LIN28B | 1 |
| LIN37 | 1 |
| LINC02898 | 1 |
| LINGO1 | 1 |
| LIPE | 1 |
| LIPM | 1 |
| LMF1 | 1 |
| LMNA | 1 |
| LMNB2 | 1 |
| LMNTD1 | 1 |
| LNPK | 1 |
| LNX1 | 1 |
| LOXHD1 | 1 |
| LOXL1 | 1 |
| LOXL2 | 1 |
| LPAR5 | 1 |
| LPCAT2 | 1 |
| LPGAT1 | 1 |
| LRAT | 1 |
| LRATD1 | 1 |
| LRCH4 | 1 |
| LRFN2 | 1 |
| LRFN3 | 1 |
| LRIT3 | 1 |
| LRP2BP | 1 |
| LRP5L | 1 |
| LRP8 | 1 |
| LRPPRC | 1 |
| LRRC1 | 1 |
| LRRC2 | 1 |
| LRRC26 | 1 |
| LRRC41 | 1 |
| LRRC42 | 1 |
| LRRC43 | 1 |
| LRRC52 | 1 |
| LRRC66 | 1 |
| LRRC74A | 1 |
| LRRC8A | 1 |
| LRRN3 | 1 |
| LRSAM1 | 1 |
| LRTM1 | 1 |
| LSM12 | 1 |
| LSM14A | 1 |
| LSM14B | 1 |
| LSM4 | 1 |
| LSM8 | 1 |
| LSP1 | 1 |
| LST1 | 1 |
| LTA4H | 1 |
| LTBP2 | 1 |
| LUC7L3 | 1 |
| LUZP2 | 1 |
| LVRN | 1 |
| LY6G5C | 1 |
| LY6G6D | 1 |
| LY75 | 1 |
| LY86 | 1 |
| LYN | 1 |
| LYPD1 | 1 |
| LYPLA1 | 1 |
| LYRM2 | 1 |
| LYRM7 | 1 |
| LYZL4 | 1 |
| LYZL6 | 1 |
| LZIC | 1 |
| LZTS1 | 1 |
| LZTS3 | 1 |
| MAB21L4 | 1 |
| MACF1 | 1 |
| MACO1 | 1 |
| MAD1L1 | 1 |
| MAD2L1 | 1 |
| MADCAM1 | 1 |
| MAEA | 1 |
| MAF1 | 1 |
| MAFB | 1 |
| MAGEB16 | 1 |
| MAGEB2 | 1 |
| MAGEB5 | 1 |
| MAGEC3 | 1 |
| MAGEE2 | 1 |
| MAL | 1 |
| MALL | 1 |
| MALSU1 | 1 |
| MAML1 | 1 |
| MAML2 | 1 |
| MAMLD1 | 1 |
| MAN1A1 | 1 |
| MAN2A2 | 1 |
| MANBA | 1 |
| MANEAL | 1 |
| MANSC1 | 1 |
| MAP10 | 1 |
| MAP2K1 | 1 |
| MAP2K5 | 1 |
| MAP3K10 | 1 |
| MAP3K13 | 1 |
| MAP3K5 | 1 |
| MAP3K7CL | 1 |
| MAP3K8 | 1 |
| MAP6 | 1 |
| MAP9 | 1 |
| MAPK15 | 1 |
| MAPK9 | 1 |
| MAPKAPK2 | 1 |
| MAPKBP1 | 1 |
| MAPRE1 | 1 |
| MARCKS | 1 |
| MAS1 | 1 |
| MAT2B | 1 |
| MATN4 | 1 |
| MAX | 1 |
| MB | 1 |
| MBD2 | 1 |
| MBD4 | 1 |
| MBD5 | 1 |
| MBNL3 | 1 |
| MBOAT2 | 1 |
| MBP | 1 |
| MBTPS1 | 1 |
| MBTPS2 | 1 |
| MCCC1 | 1 |
| MCHR1 | 1 |
| MCHR2 | 1 |
| MCM9 | 1 |
| MCMBP | 1 |
| MCOLN1 | 1 |
| MCUB | 1 |
| MCUR1 | 1 |
| MDFIC | 1 |
| MDGA1 | 1 |
| MDM2 | 1 |
| MEAF6 | 1 |
| MED1 | 1 |
| MED10 | 1 |
| MED18 | 1 |
| MED19 | 1 |
| MED25 | 1 |
| MED28 | 1 |
| MED9 | 1 |
| MEF2A | 1 |
| MEGF6 | 1 |
| MEGF8 | 1 |
| MEI1 | 1 |
| MEI4 | 1 |
| MEIS3 | 1 |
| MEP1A | 1 |
| MEP1B | 1 |
| MEPE | 1 |
| METTL26 | 1 |
| METTL5 | 1 |
| MFAP3 | 1 |
| MFSD11 | 1 |
| MFSD13A | 1 |
| MFSD2B | 1 |
| MFSD4B | 1 |
| MFSD5 | 1 |
| MFSD6 | 1 |
| MFSD8 | 1 |
| MFSD9 | 1 |
| MGARP | 1 |
| MGAT4B | 1 |
| MGAT4C | 1 |
| MGAT4D | 1 |
| MGP | 1 |
| MGST2 | 1 |
| MGST3 | 1 |
| MIA2 | 1 |
| MICAL2 | 1 |
| MICU1 | 1 |
| MICU2 | 1 |
| MICU3 | 1 |
| MID1 | 1 |
| MIEF1 | 1 |
| MIEF2 | 1 |
| MINDY3 | 1 |
| MINPP1 | 1 |
| MITF | 1 |
| MLC1 | 1 |
| MLF1 | 1 |
| MLH3 | 1 |
| MLLT10 | 1 |
| MLLT6 | 1 |
| MLN | 1 |
| MMD | 1 |
| MMD2 | 1 |
| MMP2 | 1 |
| MMP21 | 1 |
| MMP23B | 1 |
| MMP24 | 1 |
| MMP28 | 1 |
| MOB2 | 1 |
| MOG | 1 |
| MOK | 1 |
| MON1A | 1 |
| MORC3 | 1 |
| MORC4 | 1 |
| MORN5 | 1 |
| MOS | 1 |
| MPC1 | 1 |
| MPC2 | 1 |
| MPEG1 | 1 |
| MPIG6B | 1 |
| MPP2 | 1 |
| MPP7 | 1 |
| MPPED1 | 1 |
| MPRIP | 1 |
| MPZL3 | 1 |
| MR1 | 1 |
| MRAP2 | 1 |
| MREG | 1 |
| MRFAP1L1 | 1 |
| MRGPRD | 1 |
| MRGPRE | 1 |
| MRNIP | 1 |
| MROH1 | 1 |
| MROH2B | 1 |
| MRPL1 | 1 |
| MRPL13 | 1 |
| MRPL17 | 1 |
| MRPL2 | 1 |
| MRPL20 | 1 |
| MRPL24 | 1 |
| MRPL27 | 1 |
| MRPL30 | 1 |
| MRPL33 | 1 |
| MRPL34 | 1 |
| MRPL39 | 1 |
| MRPL4 | 1 |
| MRPL40 | 1 |
| MRPL41 | 1 |
| MRPL42 | 1 |
| MRPL47 | 1 |
| MRPL52 | 1 |
| MRPS11 | 1 |
| MRPS12 | 1 |
| MRPS14 | 1 |
| MRPS15 | 1 |
| MRPS16 | 1 |
| MRPS18B | 1 |
| MRPS23 | 1 |
| MRPS25 | 1 |
| MRPS26 | 1 |
| MRPS30 | 1 |
| MRPS34 | 1 |
| MRPS5 | 1 |
| MS4A8 | 1 |
| MSH5 | 1 |
| MSI1 | 1 |
| MSLN | 1 |
| MSMB | 1 |
| MSMO1 | 1 |
| MSS51 | 1 |
| MTCL1 | 1 |
| MTCP1 | 1 |
| MTERF2 | 1 |
| MTG1 | 1 |
| MTG2 | 1 |
| MTHFSD | 1 |
| MTIF2 | 1 |
| MTMR12 | 1 |
| MTNR1B | 1 |
| MTRES1 | 1 |
| MTRF1 | 1 |
| MTRR | 1 |
| MTSS1 | 1 |
| MTX2 | 1 |
| MUC17 | 1 |
| MUC20 | 1 |
| MUC4 | 1 |
| MUCL3 | 1 |
| MUL1 | 1 |
| MVP | 1 |
| MX1 | 1 |
| MX2 | 1 |
| MYBBP1A | 1 |
| MYBL2 | 1 |
| MYBPHL | 1 |
| MYEOV | 1 |
| MYF5 | 1 |
| MYF6 | 1 |
| MYH15 | 1 |
| MYH2 | 1 |
| MYH4 | 1 |
| MYH6 | 1 |
| MYH7 | 1 |
| MYL1 | 1 |
| MYL10 | 1 |
| MYL2 | 1 |
| MYL3 | 1 |
| MYL9 | 1 |
| MYLK | 1 |
| MYMK | 1 |
| MYO16 | 1 |
| MYO18A | 1 |
| MYO1B | 1 |
| MYO3A | 1 |
| MYO9A | 1 |
| MYOT | 1 |
| MYPOP | 1 |
| MYSM1 | 1 |
| NAA35 | 1 |
| NAA40 | 1 |
| NAA80 | 1 |
| NAAA | 1 |
| NABP1 | 1 |
| NADK2 | 1 |
| NAE1 | 1 |
| NAGLU | 1 |
| NAGPA | 1 |
| NAGS | 1 |
| NAMPT | 1 |
| NAPEPLD | 1 |
| NASP | 1 |
| NAT8L | 1 |
| NAT9 | 1 |
| NAXE | 1 |
| NBN | 1 |
| NBPF3 | 1 |
| NCALD | 1 |
| NCAM2 | 1 |
| NCAN | 1 |
| NCAPD2 | 1 |
| NCAPH | 1 |
| NCAPH2 | 1 |
| NCF1 | 1 |
| NCKAP1 | 1 |
| NCKAP5 | 1 |
| NCKAP5L | 1 |
| NCOA6 | 1 |
| NCR2 | 1 |
| NDOR1 | 1 |
| NDP | 1 |
| NDRG1 | 1 |
| NDRG4 | 1 |
| NDST3 | 1 |
| NDST4 | 1 |
| NDUFA10 | 1 |
| NDUFA11 | 1 |
| NDUFA13 | 1 |
| NDUFA2 | 1 |
| NDUFA3 | 1 |
| NDUFA5 | 1 |
| NDUFA6 | 1 |
| NDUFA7 | 1 |
| NDUFA8 | 1 |
| NDUFAF3 | 1 |
| NDUFAF6 | 1 |
| NDUFB11 | 1 |
| NDUFB4 | 1 |
| NDUFB7 | 1 |
| NDUFB8 | 1 |
| NDUFS3 | 1 |
| NEBL | 1 |
| NECAB1 | 1 |
| NECAB2 | 1 |
| NECAB3 | 1 |
| NECAP1 | 1 |
| NEDD1 | 1 |
| NEK2 | 1 |
| NELFA | 1 |
| NELFE | 1 |
| NELL1 | 1 |
| NENF | 1 |
| NEO1 | 1 |
| NETO2 | 1 |
| NEU1 | 1 |
| NEU2 | 1 |
| NEURL1B | 1 |
| NEUROG3 | 1 |
| NFAM1 | 1 |
| NFASC | 1 |
| NFATC2 | 1 |
| NFATC2IP | 1 |
| NFIA | 1 |
| NFIL3 | 1 |
| NFKB2 | 1 |
| NFKBIA | 1 |
| NFX1 | 1 |
| NGFR | 1 |
| NHLRC1 | 1 |
| NHLRC4 | 1 |
| NHP2 | 1 |
| NIBAN1 | 1 |
| NIBAN3 | 1 |
| NINJ2 | 1 |
| NIP7 | 1 |
| NIPA1 | 1 |
| NISCH | 1 |
| NIT1 | 1 |
| NKAPL | 1 |
| NKX2-1 | 1 |
| NKX2-3 | 1 |
| NKX2-4 | 1 |
| NKX2-5 | 1 |
| NLRP4 | 1 |
| NLRP9 | 1 |
| NMB | 1 |
| NME5 | 1 |
| NME6 | 1 |
| NMNAT1 | 1 |
| NMS | 1 |
| NOB1 | 1 |
| NOC4L | 1 |
| NOCT | 1 |
| NODAL | 1 |
| NOL10 | 1 |
| NOL4 | 1 |
| NOL4L | 1 |
| NOL6 | 1 |
| NOMO2 | 1 |
| NONO | 1 |
| NOP2 | 1 |
| NOP56 | 1 |
| NOP9 | 1 |
| NOPCHAP1 | 1 |
| NOTCH3 | 1 |
| NOVA2 | 1 |
| NOX1 | 1 |
| NOX4 | 1 |
| NOXA1 | 1 |
| NOXRED1 | 1 |
| NPAP1 | 1 |
| NPC1L1 | 1 |
| NPHP3 | 1 |
| NPHP4 | 1 |
| NPR3 | 1 |
| NPY5R | 1 |
| NQO2 | 1 |
| NR0B1 | 1 |
| NR1H4 | 1 |
| NR3C1 | 1 |
| NR4A2 | 1 |
| NRBP2 | 1 |
| NRF1 | 1 |
| NRG4 | 1 |
| NRN1L | 1 |
| NRP1 | 1 |
| NRSN2 | 1 |
| NRXN3 | 1 |
| NSA2 | 1 |
| NSG2 | 1 |
| NSRP1 | 1 |
| NSUN6 | 1 |
| NT5C1B | 1 |
| NTM | 1 |
| NTRK1 | 1 |
| NTRK2 | 1 |
| NUB1 | 1 |
| NUBP2 | 1 |
| NUDT1 | 1 |
| NUDT10 | 1 |
| NUDT15 | 1 |
| NUDT2 | 1 |
| NUDT9 | 1 |
| NUFIP1 | 1 |
| NUGGC | 1 |
| NUMA1 | 1 |
| NUMB | 1 |
| NUMBL | 1 |
| NUP155 | 1 |
| NUP210L | 1 |
| NUP214 | 1 |
| NUP54 | 1 |
| NUP88 | 1 |
| NUP93 | 1 |
| NUPR1 | 1 |
| NUPR2 | 1 |
| NUTM1 | 1 |
| NYNRIN | 1 |
| OAS3 | 1 |
| OCA2 | 1 |
| OCSTAMP | 1 |
| ODAD1 | 1 |
| ODAD2 | 1 |
| ODAPH | 1 |
| ODF3 | 1 |
| OGDH | 1 |
| OGFR | 1 |
| OLA1 | 1 |
| OLIG2 | 1 |
| ONECUT1 | 1 |
| OOEP | 1 |
| OPN5 | 1 |
| OPRK1 | 1 |
| OPRPN | 1 |
| OPTN | 1 |
| ORAI3 | 1 |
| OSBPL1A | 1 |
| OSBPL2 | 1 |
| OSBPL3 | 1 |
| OSBPL6 | 1 |
| OSBPL8 | 1 |
| OSCAR | 1 |
| OSMR | 1 |
| OSR1 | 1 |
| OSTM1 | 1 |
| OTOA | 1 |
| OTOL1 | 1 |
| OTOS | 1 |
| OTUD4 | 1 |
| OTUD5 | 1 |
| OTUD7A | 1 |
| OTUD7B | 1 |
| OTX2 | 1 |
| OVOL2 | 1 |
| OXR1 | 1 |
| P2RY14 | 1 |
| PABPC4 | 1 |
| PABPN1L | 1 |
| PACS1 | 1 |
| PADI3 | 1 |
| PAF1 | 1 |
| PAFAH1B3 | 1 |
| PAGE4 | 1 |
| PAGR1 | 1 |
| PAIP1 | 1 |
| PAIP2 | 1 |
| PAK1 | 1 |
| PAK3 | 1 |
| PAK5 | 1 |
| PAM | 1 |
| PAM16 | 1 |
| PANK1 | 1 |
| PAQR3 | 1 |
| PARL | 1 |
| PARM1 | 1 |
| PARN | 1 |
| PARP14 | 1 |
| PARP15 | 1 |
| PARP3 | 1 |
| PASD1 | 1 |
| PATE3 | 1 |
| PATL2 | 1 |
| PAX1 | 1 |
| PAX2 | 1 |
| PAX9 | 1 |
| PAXBP1 | 1 |
| PBK | 1 |
| PBX3 | 1 |
| PCBD1 | 1 |
| PCBP1 | 1 |
| PCCB | 1 |
| PCDH1 | 1 |
| PCDH15 | 1 |
| PCDH18 | 1 |
| PCDH20 | 1 |
| PCDH7 | 1 |
| PCDHA3 | 1 |
| PCDHB14 | 1 |
| PCDHB2 | 1 |
| PCDHGA2 | 1 |
| PCDHGA5 | 1 |
| PCDHGC3 | 1 |
| PCF11 | 1 |
| PCGF3 | 1 |
| PCGF5 | 1 |
| PCGF6 | 1 |
| PCID2 | 1 |
| PCIF1 | 1 |
| PCMTD2 | 1 |
| PCNT | 1 |
| PCSK1 | 1 |
| PCSK7 | 1 |
| PCTP | 1 |
| PDCD10 | 1 |
| PDCD11 | 1 |
| PDCD1LG2 | 1 |
| PDCD6 | 1 |
| PDCL2 | 1 |
| PDE4A | 1 |
| PDE6G | 1 |
| PDE8A | 1 |
| PDHA1 | 1 |
| PDHX | 1 |
| PDK2 | 1 |
| PDK4 | 1 |
| PDLIM7 | 1 |
| PDPN | 1 |
| PDPR | 1 |
| PDRG1 | 1 |
| PDSS1 | 1 |
| PDZK1 | 1 |
| PDZRN4 | 1 |
| PEAK3 | 1 |
| PEBP4 | 1 |
| PEDS1 | 1 |
| PEG3 | 1 |
| PELO | 1 |
| PENK | 1 |
| PER1 | 1 |
| PET117 | 1 |
| PEX1 | 1 |
| PEX10 | 1 |
| PEX11G | 1 |
| PEX12 | 1 |
| PEX16 | 1 |
| PEX2 | 1 |
| PEX5 | 1 |
| PEX7 | 1 |
| PFDN4 | 1 |
| PFDN5 | 1 |
| PFDN6 | 1 |
| PFKFB1 | 1 |
| PFKL | 1 |
| PFKM | 1 |
| PFKP | 1 |
| PFN3 | 1 |
| PGAP3 | 1 |
| PGBD4 | 1 |
| PGLYRP3 | 1 |
| PGP | 1 |
| PHACTR3 | 1 |
| PHAF1 | 1 |
| PHB2 | 1 |
| PHETA2 | 1 |
| PHF11 | 1 |
| PHF13 | 1 |
| PHF20 | 1 |
| PHF6 | 1 |
| PHF7 | 1 |
| PHGDH | 1 |
| PHKG1 | 1 |
| PHYH | 1 |
| PHYHIPL | 1 |
| PI16 | 1 |
| PI3 | 1 |
| PI4K2B | 1 |
| PID1 | 1 |
| PIGM | 1 |
| PIGS | 1 |
| PIGT | 1 |
| PIGV | 1 |
| PIGW | 1 |
| PIGY | 1 |
| PIH1D2 | 1 |
| PIK3C2A | 1 |
| PIK3C2B | 1 |
| PIK3CB | 1 |
| PIK3CG | 1 |
| PIK3IP1 | 1 |
| PIK3R2 | 1 |
| PIKFYVE | 1 |
| PIM2 | 1 |
| PINX1 | 1 |
| PIP4K2C | 1 |
| PIP4P1 | 1 |
| PITPNM3 | 1 |
| PJA1 | 1 |
| PKD1 | 1 |
| PKHD1L1 | 1 |
| PKIG | 1 |
| PKMYT1 | 1 |
| PKNOX2 | 1 |
| PKP1 | 1 |
| PLA2G4A | 1 |
| PLA2G4B | 1 |
| PLA2G4E | 1 |
| PLA2G5 | 1 |
| PLA2G7 | 1 |
| PLA2R1 | 1 |
| PLAAT4 | 1 |
| PLAAT5 | 1 |
| PLAC8 | 1 |
| PLAC9 | 1 |
| PLAT | 1 |
| PLCB4 | 1 |
| PLCZ1 | 1 |
| PLD1 | 1 |
| PLEKHA8 | 1 |
| PLEKHB2 | 1 |
| PLEKHF2 | 1 |
| PLEKHG4B | 1 |
| PLIN3 | 1 |
| PLK1 | 1 |
| PLK5 | 1 |
| PLOD3 | 1 |
| PLPBP | 1 |
| PLPP1 | 1 |
| PLPPR1 | 1 |
| PLSCR2 | 1 |
| PLXDC1 | 1 |
| PLXND1 | 1 |
| PMCH | 1 |
| PMEPA1 | 1 |
| PMFBP1 | 1 |
| PML | 1 |
| PMS1 | 1 |
| PNISR | 1 |
| PNKP | 1 |
| PNLIPRP3 | 1 |
| PNMA2 | 1 |
| PNMA8A | 1 |
| PNPLA2 | 1 |
| PNPT1 | 1 |
| PODXL2 | 1 |
| POF1B | 1 |
| POGZ | 1 |
| POLK | 1 |
| POLL | 1 |
| POLR1B | 1 |
| POLR1E | 1 |
| POLR1H | 1 |
| POLR2C | 1 |
| POLR2D | 1 |
| POLR2L | 1 |
| POLR3B | 1 |
| POMGNT1 | 1 |
| POMK | 1 |
| PON1 | 1 |
| PON3 | 1 |
| POP4 | 1 |
| POU1F1 | 1 |
| POU3F2 | 1 |
| POU4F3 | 1 |
| POU5F1 | 1 |
| POU5F2 | 1 |
| POU6F1 | 1 |
| PP2D1 | 1 |
| PPA1 | 1 |
| PPA2 | 1 |
| PPARD | 1 |
| PPCDC | 1 |
| PPDPFL | 1 |
| PPEF1 | 1 |
| PPEF2 | 1 |
| PPIC | 1 |
| PPID | 1 |
| PPIH | 1 |
| PPIL2 | 1 |
| PPIL3 | 1 |
| PPL | 1 |
| PPM1A | 1 |
| PPM1E | 1 |
| PPM1G | 1 |
| PPM1L | 1 |
| PPP1CA | 1 |
| PPP1CC | 1 |
| PPP1R14C | 1 |
| PPP1R17 | 1 |
| PPP1R1C | 1 |
| PPP1R21 | 1 |
| PPP1R26 | 1 |
| PPP1R3F | 1 |
| PPP2CB | 1 |
| PPP2R1B | 1 |
| PPP2R2A | 1 |
| PPP2R3B | 1 |
| PPP2R3C | 1 |
| PPP3CA | 1 |
| PPP3R1 | 1 |
| PPP3R2 | 1 |
| PPRC1 | 1 |
| PPT2 | 1 |
| PPY | 1 |
| PRAF2 | 1 |
| PRAM1 | 1 |
| PRAMEF18 | 1 |
| PRAP1 | 1 |
| PRDM11 | 1 |
| PRDM12 | 1 |
| PRDM2 | 1 |
| PRDX4 | 1 |
| PRELID1 | 1 |
| PREX1 | 1 |
| PRF1 | 1 |
| PRICKLE1 | 1 |
| PRIM1 | 1 |
| PRIMA1 | 1 |
| PRKAB2 | 1 |
| PRKAR2B | 1 |
| PRKCE | 1 |
| PRKCG | 1 |
| PRKCI | 1 |
| PRKCSH | 1 |
| PRKG1 | 1 |
| PRMT2 | 1 |
| PROCR | 1 |
| PROK2 | 1 |
| PROKR1 | 1 |
| PROKR2 | 1 |
| PROM2 | 1 |
| PROP1 | 1 |
| PROS1 | 1 |
| PROSER1 | 1 |
| PROX2 | 1 |
| PRPF19 | 1 |
| PRPF4 | 1 |
| PRPS1 | 1 |
| PRPS2 | 1 |
| PRR15 | 1 |
| PRR22 | 1 |
| PRR23A | 1 |
| PRR27 | 1 |
| PRR32 | 1 |
| PRR4 | 1 |
| PRRC2B | 1 |
| PRRC2C | 1 |
| PRRG1 | 1 |
| PRRG4 | 1 |
| PRRT3 | 1 |
| PRSS42P | 1 |
| PRSS45P | 1 |
| PRSS48 | 1 |
| PRTFDC1 | 1 |
| PSD | 1 |
| PSD4 | 1 |
| PSENEN | 1 |
| PSG3 | 1 |
| PSG4 | 1 |
| PSKH1 | 1 |
| PSMA3 | 1 |
| PSMB11 | 1 |
| PSMB9 | 1 |
| PSMC5 | 1 |
| PSMD11 | 1 |
| PSMD6 | 1 |
| PSME3 | 1 |
| PSPH | 1 |
| PTBP2 | 1 |
| PTCD3 | 1 |
| PTDSS1 | 1 |
| PTEN | 1 |
| PTF1A | 1 |
| PTGDR2 | 1 |
| PTGER2 | 1 |
| PTGES3L | 1 |
| PTGFR | 1 |
| PTGS2 | 1 |
| PTH | 1 |
| PTK2B | 1 |
| PTK7 | 1 |
| PTMA | 1 |
| PTP4A1 | 1 |
| PTP4A2 | 1 |
| PTPMT1 | 1 |
| PTPN14 | 1 |
| PTPN18 | 1 |
| PTPN4 | 1 |
| PTPN9 | 1 |
| PTPRM | 1 |
| PTPRT | 1 |
| PTRH2 | 1 |
| PTRHD1 | 1 |
| PTTG1 | 1 |
| PUM2 | 1 |
| PURA | 1 |
| PUS3 | 1 |
| PWWP2B | 1 |
| PXDC1 | 1 |
| PXDNL | 1 |
| PXYLP1 | 1 |
| PYCR3 | 1 |
| PYGB | 1 |
| PYM1 | 1 |
| PZP | 1 |
| QRFP | 1 |
| QRICH1 | 1 |
| QSOX2 | 1 |
| QTRT1 | 1 |
| RAB11A | 1 |
| RAB11FIP2 | 1 |
| RAB15 | 1 |
| RAB21 | 1 |
| RAB24 | 1 |
| RAB25 | 1 |
| RAB26 | 1 |
| RAB27A | 1 |
| RAB28 | 1 |
| RAB29 | 1 |
| RAB2A | 1 |
| RAB31 | 1 |
| RAB37 | 1 |
| RAB39B | 1 |
| RAB40C | 1 |
| RAB4A | 1 |
| RAB4B | 1 |
| RAB6A | 1 |
| RAB6B | 1 |
| RABEP2 | 1 |
| RABGAP1 | 1 |
| RABL6 | 1 |
| RAC3 | 1 |
| RACK1 | 1 |
| RAD23B | 1 |
| RAD51D | 1 |
| RAET1E | 1 |
| RAG1 | 1 |
| RAG2 | 1 |
| RAI1 | 1 |
| RAI14 | 1 |
| RALGAPA2 | 1 |
| RALGPS1 | 1 |
| RAMAC | 1 |
| RANBP17 | 1 |
| RANBP6 | 1 |
| RAP1B | 1 |
| RAP1GAP | 1 |
| RAP2A | 1 |
| RAP2B | 1 |
| RAP2C | 1 |
| RAPGEF1 | 1 |
| RAPGEF4 | 1 |
| RARS1 | 1 |
| RARS2 | 1 |
| RASGEF1A | 1 |
| RASGEF1B | 1 |
| RASGEF1C | 1 |
| RASL11A | 1 |
| RASL12 | 1 |
| RASSF4 | 1 |
| RASSF6 | 1 |
| RAVER1 | 1 |
| RBFA | 1 |
| RBFOX2 | 1 |
| RBKS | 1 |
| RBL1 | 1 |
| RBM15 | 1 |
| RBM34 | 1 |
| RBM41 | 1 |
| RBMXL3 | 1 |
| RBP2 | 1 |
| RBPMS | 1 |
| RCBTB1 | 1 |
| RCC1 | 1 |
| RCL1 | 1 |
| RCN1 | 1 |
| RCN3 | 1 |
| RD3 | 1 |
| RDH10 | 1 |
| RDH12 | 1 |
| RDH13 | 1 |
| RECQL5 | 1 |
| REEP3 | 1 |
| RELN | 1 |
| REM2 | 1 |
| REN | 1 |
| REPS1 | 1 |
| RETNLB | 1 |
| REV3L | 1 |
| RFC1 | 1 |
| RFC2 | 1 |
| RFC4 | 1 |
| RFNG | 1 |
| RFX1 | 1 |
| RFX4 | 1 |
| RFX5 | 1 |
| RGMB | 1 |
| RGN | 1 |
| RGP1 | 1 |
| RGS10 | 1 |
| RGS11 | 1 |
| RGS14 | 1 |
| RGS19 | 1 |
| RGS20 | 1 |
| RGS5 | 1 |
| RGS6 | 1 |
| RGS9 | 1 |
| RHBDD1 | 1 |
| RHCE | 1 |
| RHD | 1 |
| RHOBTB3 | 1 |
| RHOC | 1 |
| RHOQ | 1 |
| RHPN1 | 1 |
| RIC3 | 1 |
| RIMS1 | 1 |
| RIN1 | 1 |
| RING1 | 1 |
| RIOK2 | 1 |
| RIOX2 | 1 |
| RIPK1 | 1 |
| RIPPLY1 | 1 |
| RIT1 | 1 |
| RLF | 1 |
| RLN1 | 1 |
| RMC1 | 1 |
| RMDN1 | 1 |
| RMND1 | 1 |
| RNASE2 | 1 |
| RNASE3 | 1 |
| RNASE6 | 1 |
| RNASE8 | 1 |
| RNASE9 | 1 |
| RNF138 | 1 |
| RNF139 | 1 |
| RNF144A | 1 |
| RNF149 | 1 |
| RNF150 | 1 |
| RNF152 | 1 |
| RNF157 | 1 |
| RNF168 | 1 |
| RNF19A | 1 |
| RNF19B | 1 |
| RNF20 | 1 |
| RNF208 | 1 |
| RNF224 | 1 |
| RNF25 | 1 |
| RNF4 | 1 |
| RNFT1 | 1 |
| RNFT2 | 1 |
| RNPC3 | 1 |
| ROBO1 | 1 |
| ROBO4 | 1 |
| ROCK2 | 1 |
| ROM1 | 1 |
| ROMO1 | 1 |
| ROR1 | 1 |
| RORB | 1 |
| RP1L1 | 1 |
| RPA3 | 1 |
| RPAIN | 1 |
| RPAP1 | 1 |
| RPEL1 | 1 |
| RPF1 | 1 |
| RPF2 | 1 |
| RPGRIP1 | 1 |
| RPH3AL | 1 |
| RPL13 | 1 |
| RPL15 | 1 |
| RPL21 | 1 |
| RPL22L1 | 1 |
| RPL27A | 1 |
| RPL3 | 1 |
| RPL30 | 1 |
| RPL36A | 1 |
| RPL36AL | 1 |
| RPL5 | 1 |
| RPL8 | 1 |
| RPLP0 | 1 |
| RPLP2 | 1 |
| RPP40 | 1 |
| RPRD1A | 1 |
| RPS13 | 1 |
| RPS16 | 1 |
| RPS19BP1 | 1 |
| RPS21 | 1 |
| RPS23 | 1 |
| RPS24 | 1 |
| RPS27L | 1 |
| RPS5 | 1 |
| RPS6KA6 | 1 |
| RPS6KB2 | 1 |
| RPS6KL1 | 1 |
| RPS9 | 1 |
| RPTN | 1 |
| RPTOR | 1 |
| RPUSD1 | 1 |
| RPUSD3 | 1 |
| RRAGA | 1 |
| RRAGC | 1 |
| RRAGD | 1 |
| RRM1 | 1 |
| RRN3 | 1 |
| RRP1 | 1 |
| RRP15 | 1 |
| RRP1B | 1 |
| RRP36 | 1 |
| RRP8 | 1 |
| RSF1 | 1 |
| RSPO2 | 1 |
| RTKN2 | 1 |
| RTL9 | 1 |
| RTN2 | 1 |
| RTN3 | 1 |
| RTN4RL1 | 1 |
| RTP3 | 1 |
| RTP5 | 1 |
| RUFY3 | 1 |
| RUNX1T1 | 1 |
| RUSC1 | 1 |
| RUVBL2 | 1 |
| RXFP3 | 1 |
| RXFP4 | 1 |
| RXRG | 1 |
| RYR3 | 1 |
| S100A1 | 1 |
| S100A16 | 1 |
| S100A2 | 1 |
| S100A6 | 1 |
| S100A9 | 1 |
| S1PR2 | 1 |
| SALL2 | 1 |
| SALL4 | 1 |
| SAMD15 | 1 |
| SAMSN1 | 1 |
| SAP130 | 1 |
| SAP18 | 1 |
| SAP30BP | 1 |
| SAP30L | 1 |
| SAPCD1 | 1 |
| SAR1A | 1 |
| SARAF | 1 |
| SARNP | 1 |
| SARS2 | 1 |
| SAT2 | 1 |
| SAV1 | 1 |
| SBNO1 | 1 |
| SBNO2 | 1 |
| SCAMP2 | 1 |
| SCD | 1 |
| SCFD2 | 1 |
| SCG5 | 1 |
| SCGB1D2 | 1 |
| SCGB2A1 | 1 |
| SCGB3A2 | 1 |
| SCHIP1 | 1 |
| SCLT1 | 1 |
| SCMH1 | 1 |
| SCML1 | 1 |
| SCML2 | 1 |
| SCN11A | 1 |
| SCN1A | 1 |
| SCN3A | 1 |
| SCN5A | 1 |
| SCNM1 | 1 |
| SCNN1A | 1 |
| SCNN1B | 1 |
| SCNN1D | 1 |
| SCNN1G | 1 |
| SCOC | 1 |
| SCUBE1 | 1 |
| SDC4 | 1 |
| SDCBP2 | 1 |
| SDE2 | 1 |
| SDHD | 1 |
| SDK1 | 1 |
| SEC13 | 1 |
| SEC14L4 | 1 |
| SEC16B | 1 |
| SEC23IP | 1 |
| SEC24A | 1 |
| SEC24D | 1 |
| SEC61B | 1 |
| SEL1L2 | 1 |
| SELENOT | 1 |
| SEMA3A | 1 |
| SEMA5B | 1 |
| SEMA6B | 1 |
| SENP8 | 1 |
| SEPHS1 | 1 |
| SERAC1 | 1 |
| SERF2 | 1 |
| SERINC1 | 1 |
| SERINC3 | 1 |
| SERP1 | 1 |
| SERP2 | 1 |
| SERPINA1 | 1 |
| SERPINA10 | 1 |
| SERPINA11 | 1 |
| SERPINB2 | 1 |
| SERPINF1 | 1 |
| SERPING1 | 1 |
| SERPINI2 | 1 |
| SESN1 | 1 |
| SETD1A | 1 |
| SETD7 | 1 |
| SETD9 | 1 |
| SETMAR | 1 |
| SF1 | 1 |
| SF3A1 | 1 |
| SF3B1 | 1 |
| SF3B4 | 1 |
| SFR1 | 1 |
| SFRP1 | 1 |
| SFRP2 | 1 |
| SFT2D1 | 1 |
| SFTPA2 | 1 |
| SFTPC | 1 |
| SFTPD | 1 |
| SFXN2 | 1 |
| SGCD | 1 |
| SGCG | 1 |
| SGIP1 | 1 |
| SGK3 | 1 |
| SGPL1 | 1 |
| SGPP1 | 1 |
| SGSH | 1 |
| SGSM3 | 1 |
| SH2B3 | 1 |
| SH2D3C | 1 |
| SH2D4B | 1 |
| SH2D5 | 1 |
| SH3BGRL3 | 1 |
| SH3BP1 | 1 |
| SH3BP4 | 1 |
| SHANK1 | 1 |
| SHCBP1 | 1 |
| SHCBP1L | 1 |
| SHFL | 1 |
| SHISA2 | 1 |
| SHISAL1 | 1 |
| SHISAL2B | 1 |
| SHPRH | 1 |
| SHROOM1 | 1 |
| SHTN1 | 1 |
| SIAE | 1 |
| SIDT2 | 1 |
| SIGLEC1 | 1 |
| SIGLEC15 | 1 |
| SIGLEC6 | 1 |
| SIGLEC7 | 1 |
| SIGLEC8 | 1 |
| SIGLECL1 | 1 |
| SIPA1L1 | 1 |
| SIRT1 | 1 |
| SIRT2 | 1 |
| SIRT3 | 1 |
| SIRT7 | 1 |
| SIVA1 | 1 |
| SIX1 | 1 |
| SIX4 | 1 |
| SKOR2 | 1 |
| SLAMF9 | 1 |
| SLBP | 1 |
| SLC10A5 | 1 |
| SLC12A2 | 1 |
| SLC12A4 | 1 |
| SLC12A5 | 1 |
| SLC12A6 | 1 |
| SLC13A3 | 1 |
| SLC15A2 | 1 |
| SLC16A12 | 1 |
| SLC16A14 | 1 |
| SLC16A6 | 1 |
| SLC17A3 | 1 |
| SLC17A6 | 1 |
| SLC18A1 | 1 |
| SLC19A3 | 1 |
| SLC1A2 | 1 |
| SLC22A17 | 1 |
| SLC22A18 | 1 |
| SLC22A2 | 1 |
| SLC22A3 | 1 |
| SLC22A7 | 1 |
| SLC22A8 | 1 |
| SLC23A2 | 1 |
| SLC24A4 | 1 |
| SLC24A5 | 1 |
| SLC25A16 | 1 |
| SLC25A21 | 1 |
| SLC25A22 | 1 |
| SLC25A28 | 1 |
| SLC25A34 | 1 |
| SLC25A37 | 1 |
| SLC25A41 | 1 |
| SLC25A5 | 1 |
| SLC25A53 | 1 |
| SLC25A6 | 1 |
| SLC26A7 | 1 |
| SLC27A1 | 1 |
| SLC29A3 | 1 |
| SLC2A1 | 1 |
| SLC2A13 | 1 |
| SLC2A14 | 1 |
| SLC2A5 | 1 |
| SLC30A6 | 1 |
| SLC32A1 | 1 |
| SLC35A1 | 1 |
| SLC35A3 | 1 |
| SLC35E4 | 1 |
| SLC35F2 | 1 |
| SLC35G2 | 1 |
| SLC38A11 | 1 |
| SLC38A2 | 1 |
| SLC38A8 | 1 |
| SLC39A14 | 1 |
| SLC39A2 | 1 |
| SLC39A3 | 1 |
| SLC39A7 | 1 |
| SLC39A9 | 1 |
| SLC3A2 | 1 |
| SLC43A1 | 1 |
| SLC44A1 | 1 |
| SLC45A3 | 1 |
| SLC46A3 | 1 |
| SLC48A1 | 1 |
| SLC4A1 | 1 |
| SLC4A11 | 1 |
| SLC4A1AP | 1 |
| SLC4A2 | 1 |
| SLC4A5 | 1 |
| SLC5A1 | 1 |
| SLC5A10 | 1 |
| SLC5A11 | 1 |
| SLC5A12 | 1 |
| SLC6A12 | 1 |
| SLC6A14 | 1 |
| SLC6A19 | 1 |
| SLC6A20 | 1 |
| SLC7A6OS | 1 |
| SLC8A3 | 1 |
| SLC9A3 | 1 |
| SLC9A7 | 1 |
| SLC9A8 | 1 |
| SLC9A9 | 1 |
| SLCO4A1 | 1 |
| SLCO6A1 | 1 |
| SLFN12 | 1 |
| SLIT2 | 1 |
| SLIT3 | 1 |
| SLK | 1 |
| SLX9 | 1 |
| SMAD3 | 1 |
| SMAP1 | 1 |
| SMARCD1 | 1 |
| SMARCE1 | 1 |
| SMC4 | 1 |
| SMCP | 1 |
| SMCR8 | 1 |
| SMIM15 | 1 |
| SMIM21 | 1 |
| SMIM5 | 1 |
| SMKR1 | 1 |
| SMOC1 | 1 |
| SMPDL3A | 1 |
| SMPDL3B | 1 |
| SMPX | 1 |
| SMTNL2 | 1 |
| SNAI3 | 1 |
| SNAPC1 | 1 |
| SNAPC5 | 1 |
| SNCA | 1 |
| SNED1 | 1 |
| SNHG32 | 1 |
| SNRNP35 | 1 |
| SNRNP70 | 1 |
| SNRPA1 | 1 |
| SNRPB2 | 1 |
| SNTG1 | 1 |
| SNTG2 | 1 |
| SNW1 | 1 |
| SNX13 | 1 |
| SNX18 | 1 |
| SNX19 | 1 |
| SNX2 | 1 |
| SNX3 | 1 |
| SNX5 | 1 |
| SON | 1 |
| SORBS2 | 1 |
| SORBS3 | 1 |
| SORCS3 | 1 |
| SOST | 1 |
| SOSTDC1 | 1 |
| SOWAHB | 1 |
| SOX10 | 1 |
| SOX13 | 1 |
| SOX14 | 1 |
| SOX17 | 1 |
| SOX3 | 1 |
| SOX6 | 1 |
| SOX9 | 1 |
| SP4 | 1 |
| SP6 | 1 |
| SP7 | 1 |
| SP8 | 1 |
| SPAG1 | 1 |
| SPAG17 | 1 |
| SPAG9 | 1 |
| SPANXN3 | 1 |
| SPARCL1 | 1 |
| SPART | 1 |
| SPATA16 | 1 |
| SPATA18 | 1 |
| SPATA20 | 1 |
| SPATA22 | 1 |
| SPATA4 | 1 |
| SPATA45 | 1 |
| SPATA5 | 1 |
| SPATA6L | 1 |
| SPCS1 | 1 |
| SPDEF | 1 |
| SPDYA | 1 |
| SPDYE4 | 1 |
| SPECC1 | 1 |
| SPECC1L | 1 |
| SPEN | 1 |
| SPESP1 | 1 |
| SPG11 | 1 |
| SPINK1 | 1 |
| SPINK6 | 1 |
| SPINK7 | 1 |
| SPINK8 | 1 |
| SPINK9 | 1 |
| SPINT4 | 1 |
| SPO11 | 1 |
| SPOCD1 | 1 |
| SPOCK3 | 1 |
| SPPL2A | 1 |
| SPRED2 | 1 |
| SPRN | 1 |
| SPRR1A | 1 |
| SPRR2G | 1 |
| SPSB4 | 1 |
| SPTAN1 | 1 |
| SPTBN4 | 1 |
| SPX | 1 |
| SRARP | 1 |
| SRC | 1 |
| SRCAP | 1 |
| SRD5A3 | 1 |
| SREBF1 | 1 |
| SRGN | 1 |
| SRI | 1 |
| SRMS | 1 |
| SRP14 | 1 |
| SRP19 | 1 |
| SRP54 | 1 |
| SRP72 | 1 |
| SRPK3 | 1 |
| SRSF10 | 1 |
| SRSF12 | 1 |
| SRSF3 | 1 |
| SRSF4 | 1 |
| SRSF7 | 1 |
| SS18L1 | 1 |
| SSBP3 | 1 |
| SSMEM1 | 1 |
| SSR3 | 1 |
| SSR4 | 1 |
| SSRP1 | 1 |
| SST | 1 |
| SSTR4 | 1 |
| SSU72 | 1 |
| SSX2IP | 1 |
| ST14 | 1 |
| ST6GAL1 | 1 |
| ST6GALNAC5 | 1 |
| ST8SIA1 | 1 |
| STAB1 | 1 |
| STAM | 1 |
| STAMBP | 1 |
| STARD13 | 1 |
| STARD7 | 1 |
| STAU1 | 1 |
| STBD1 | 1 |
| STK10 | 1 |
| STK25 | 1 |
| STK33 | 1 |
| STMN3 | 1 |
| STMN4 | 1 |
| STPG1 | 1 |
| STRN3 | 1 |
| STT3B | 1 |
| STUM | 1 |
| STX12 | 1 |
| STX17 | 1 |
| STX1A | 1 |
| STX3 | 1 |
| STX5 | 1 |
| STXBP5 | 1 |
| SUCLG2 | 1 |
| SUCO | 1 |
| SULF2 | 1 |
| SULT1B1 | 1 |
| SULT1E1 | 1 |
| SUN5 | 1 |
| SUPT4H1 | 1 |
| SUPT6H | 1 |
| SUPT7L | 1 |
| SURF1 | 1 |
| SURF2 | 1 |
| SUSD2 | 1 |
| SUZ12 | 1 |
| SV2A | 1 |
| SV2B | 1 |
| SVIL | 1 |
| SWSAP1 | 1 |
| SWT1 | 1 |
| SYCE3 | 1 |
| SYCP3 | 1 |
| SYNDIG1 | 1 |
| SYNDIG1L | 1 |
| SYNE2 | 1 |
| SYNGR4 | 1 |
| SYNJ2 | 1 |
| SYNJ2BP | 1 |
| SYNPO2 | 1 |
| SYNPO2L | 1 |
| SYT13 | 1 |
| SYT3 | 1 |
| SYT4 | 1 |
| SYT7 | 1 |
| SYT9 | 1 |
| SZRD1 | 1 |
| TAAR1 | 1 |
| TAAR6 | 1 |
| TAC3 | 1 |
| TACC2 | 1 |
| TADA1 | 1 |
| TAF1 | 1 |
| TAF11 | 1 |
| TAF1A | 1 |
| TAF2 | 1 |
| TAF3 | 1 |
| TAF4 | 1 |
| TAF5 | 1 |
| TAF6 | 1 |
| TAF6L | 1 |
| TAF9 | 1 |
| TAF9B | 1 |
| TAFA4 | 1 |
| TAGAP | 1 |
| TAGLN3 | 1 |
| TAMM41 | 1 |
| TANGO2 | 1 |
| TANGO6 | 1 |
| TARS2 | 1 |
| TAS1R1 | 1 |
| TAS1R3 | 1 |
| TAS2R1 | 1 |
| TAS2R10 | 1 |
| TAS2R30 | 1 |
| TAS2R39 | 1 |
| TAS2R40 | 1 |
| TAS2R41 | 1 |
| TAS2R50 | 1 |
| TAS2R7 | 1 |
| TASOR | 1 |
| TATDN3 | 1 |
| TBC1D10A | 1 |
| TBC1D10C | 1 |
| TBC1D16 | 1 |
| TBC1D2B | 1 |
| TBC1D32 | 1 |
| TBC1D8B | 1 |
| TBCD | 1 |
| TBX1 | 1 |
| TBX10 | 1 |
| TBX20 | 1 |
| TBX21 | 1 |
| TBX3 | 1 |
| TBX4 | 1 |
| TBX5 | 1 |
| TBXA2R | 1 |
| TCEA3 | 1 |
| TCERG1 | 1 |
| TCF20 | 1 |
| TCHH | 1 |
| TCHHL1 | 1 |
| TCHP | 1 |
| TCIRG1 | 1 |
| TCL1B | 1 |
| TCN1 | 1 |
| TCP10L2 | 1 |
| TCP11L2 | 1 |
| TDGF1 | 1 |
| TDP1 | 1 |
| TDRD1 | 1 |
| TEC | 1 |
| TECR | 1 |
| TEDC2 | 1 |
| TEKT5 | 1 |
| TENT4B | 1 |
| TENT5B | 1 |
| TESPA1 | 1 |
| TET1 | 1 |
| TET2 | 1 |
| TEX2 | 1 |
| TEX55 | 1 |
| TF | 1 |
| TFAP2C | 1 |
| TFB1M | 1 |
| TFDP2 | 1 |
| TFEC | 1 |
| TFG | 1 |
| TFR2 | 1 |
| TGFA | 1 |
| TGFBR2 | 1 |
| TGM5 | 1 |
| TGM7 | 1 |
| TGOLN2 | 1 |
| THAP4 | 1 |
| THAP6 | 1 |
| THBS3 | 1 |
| THEG | 1 |
| THG1L | 1 |
| THOC2 | 1 |
| THOC3 | 1 |
| THOC7 | 1 |
| THRAP3 | 1 |
| TIAM2 | 1 |
| TIGD1 | 1 |
| TIGD2 | 1 |
| TIGD7 | 1 |
| TIGIT | 1 |
| TIMM8B | 1 |
| TIMP2 | 1 |
| TLCD2 | 1 |
| TLCD4 | 1 |
| TLCD5 | 1 |
| TLDC2 | 1 |
| TLE1 | 1 |
| TLE2 | 1 |
| TLE4 | 1 |
| TLL2 | 1 |
| TLN1 | 1 |
| TLNRD1 | 1 |
| TLR1 | 1 |
| TLR2 | 1 |
| TLR4 | 1 |
| TM4SF19 | 1 |
| TM6SF1 | 1 |
| TM9SF3 | 1 |
| TMC2 | 1 |
| TMC6 | 1 |
| TMCO1 | 1 |
| TMED2 | 1 |
| TMED5 | 1 |
| TMEFF2 | 1 |
| TMEM104 | 1 |
| TMEM125 | 1 |
| TMEM138 | 1 |
| TMEM140 | 1 |
| TMEM143 | 1 |
| TMEM144 | 1 |
| TMEM151B | 1 |
| TMEM156 | 1 |
| TMEM158 | 1 |
| TMEM160 | 1 |
| TMEM164 | 1 |
| TMEM167A | 1 |
| TMEM168 | 1 |
| TMEM169 | 1 |
| TMEM170A | 1 |
| TMEM176B | 1 |
| TMEM179 | 1 |
| TMEM181 | 1 |
| TMEM183A | 1 |
| TMEM184A | 1 |
| TMEM187 | 1 |
| TMEM202 | 1 |
| TMEM203 | 1 |
| TMEM210 | 1 |
| TMEM215 | 1 |
| TMEM222 | 1 |
| TMEM229B | 1 |
| TMEM233 | 1 |
| TMEM236 | 1 |
| TMEM238 | 1 |
| TMEM240 | 1 |
| TMEM244 | 1 |
| TMEM251 | 1 |
| TMEM258 | 1 |
| TMEM266 | 1 |
| TMEM273 | 1 |
| TMEM30A | 1 |
| TMEM35A | 1 |
| TMEM44 | 1 |
| TMEM45A | 1 |
| TMEM45B | 1 |
| TMEM47 | 1 |
| TMEM50A | 1 |
| TMEM50B | 1 |
| TMEM52 | 1 |
| TMEM60 | 1 |
| TMEM61 | 1 |
| TMEM64 | 1 |
| TMEM65 | 1 |
| TMEM86A | 1 |
| TMEM86B | 1 |
| TMEM91 | 1 |
| TMF1 | 1 |
| TMOD3 | 1 |
| TMPRSS11B | 1 |
| TMPRSS13 | 1 |
| TMPRSS2 | 1 |
| TMPRSS3 | 1 |
| TMPRSS4 | 1 |
| TMUB1 | 1 |
| TNFAIP2 | 1 |
| TNFAIP6 | 1 |
| TNFAIP8 | 1 |
| TNFRSF10A | 1 |
| TNFRSF10B | 1 |
| TNFRSF10C | 1 |
| TNFRSF10D | 1 |
| TNFRSF11A | 1 |
| TNFRSF14 | 1 |
| TNFRSF19 | 1 |
| TNFRSF1A | 1 |
| TNFRSF8 | 1 |
| TNKS1BP1 | 1 |
| TNNC1 | 1 |
| TNNC2 | 1 |
| TNNI3K | 1 |
| TNPO3 | 1 |
| TNRC6A | 1 |
| TNXB | 1 |
| TOM1 | 1 |
| TOMM7 | 1 |
| TOMM70 | 1 |
| TONSL | 1 |
| TOP2B | 1 |
| TOPBP1 | 1 |
| TOPORS | 1 |
| TOR1AIP1 | 1 |
| TOR2A | 1 |
| TOX2 | 1 |
| TP53TG5 | 1 |
| TPBG | 1 |
| TPCN1 | 1 |
| TPD52L1 | 1 |
| TPD52L2 | 1 |
| TPGS1 | 1 |
| TPGS2 | 1 |
| TPM2 | 1 |
| TPRG1 | 1 |
| TPSG1 | 1 |
| TPT1 | 1 |
| TPX2 | 1 |
| TRABD | 1 |
| TRABD2A | 1 |
| TRAF3IP3 | 1 |
| TRAF5 | 1 |
| TRAF6 | 1 |
| TRAF7 | 1 |
| TRAPPC6A | 1 |
| TRDN | 1 |
| TREM1 | 1 |
| TREM2 | 1 |
| TREML2 | 1 |
| TREML4 | 1 |
| TRERF1 | 1 |
| TREX1 | 1 |
| TRIAP1 | 1 |
| TRIM10 | 1 |
| TRIM11 | 1 |
| TRIM14 | 1 |
| TRIM17 | 1 |
| TRIM3 | 1 |
| TRIM37 | 1 |
| TRIM39 | 1 |
| TRIM4 | 1 |
| TRIM43 | 1 |
| TRIM46 | 1 |
| TRIM49B | 1 |
| TRIM50 | 1 |
| TRIM55 | 1 |
| TRIM60 | 1 |
| TRIM61 | 1 |
| TRIM77 | 1 |
| TRIP11 | 1 |
| TRIP4 | 1 |
| TRIT1 | 1 |
| TRMO | 1 |
| TRMT12 | 1 |
| TRMT13 | 1 |
| TRMT5 | 1 |
| TRMT6 | 1 |
| TRPC5 | 1 |
| TRPS1 | 1 |
| TRPV5 | 1 |
| TSC1 | 1 |
| TSC2 | 1 |
| TSEN15 | 1 |
| TSEN34 | 1 |
| TSG101 | 1 |
| TSGA10 | 1 |
| TSLP | 1 |
| TSPAN14 | 1 |
| TSPAN4 | 1 |
| TSR2 | 1 |
| TST | 1 |
| TTBK1 | 1 |
| TTC21A | 1 |
| TTC21B | 1 |
| TTC23L | 1 |
| TTC27 | 1 |
| TTC3 | 1 |
| TTC37 | 1 |
| TTC38 | 1 |
| TTC7B | 1 |
| TTI1 | 1 |
| TTK | 1 |
| TTLL4 | 1 |
| TTYH1 | 1 |
| TUBB3 | 1 |
| TUBB4B | 1 |
| TUBB6 | 1 |
| TUFM | 1 |
| TULP1 | 1 |
| TULP2 | 1 |
| TULP4 | 1 |
| TUSC3 | 1 |
| TUT4 | 1 |
| TUT7 | 1 |
| TWF1 | 1 |
| TXLNA | 1 |
| TXN | 1 |
| TXN2 | 1 |
| TXNL4A | 1 |
| TYW1 | 1 |
| TYW5 | 1 |
| UACA | 1 |
| UBA5 | 1 |
| UBA52 | 1 |
| UBALD2 | 1 |
| UBASH3A | 1 |
| UBE2D1 | 1 |
| UBE2E2 | 1 |
| UBE2H | 1 |
| UBE2M | 1 |
| UBE2Q1 | 1 |
| UBE2Z | 1 |
| UBE4A | 1 |
| UBL5 | 1 |
| UBQLN1 | 1 |
| UBQLN4 | 1 |
| UBR4 | 1 |
| UBR5 | 1 |
| UBR7 | 1 |
| UBTF | 1 |
| UBXN2B | 1 |
| UCHL3 | 1 |
| UCN | 1 |
| UCN2 | 1 |
| UFD1 | 1 |
| UFL1 | 1 |
| UGGT1 | 1 |
| UGT1A10 | 1 |
| UGT1A4 | 1 |
| UGT1A9 | 1 |
| UGT8 | 1 |
| ULBP1 | 1 |
| ULK1 | 1 |
| UMOD | 1 |
| UNC119 | 1 |
| UNC45A | 1 |
| UNC50 | 1 |
| UNK | 1 |
| UPF2 | 1 |
| UQCC1 | 1 |
| UQCRC1 | 1 |
| UQCRC2 | 1 |
| UQCRFS1 | 1 |
| UQCRQ | 1 |
| URB2 | 1 |
| UROC1 | 1 |
| USP12 | 1 |
| USP18 | 1 |
| USP30 | 1 |
| USP31 | 1 |
| USP33 | 1 |
| USP38 | 1 |
| USPL1 | 1 |
| UTP23 | 1 |
| UTP3 | 1 |
| UTS2R | 1 |
| UXS1 | 1 |
| VARS1 | 1 |
| VASH1 | 1 |
| VAT1 | 1 |
| VCAM1 | 1 |
| VDAC1 | 1 |
| VDAC3 | 1 |
| VEGFC | 1 |
| VGLL2 | 1 |
| VIP | 1 |
| VN1R4 | 1 |
| VPS13A | 1 |
| VPS25 | 1 |
| VPS26A | 1 |
| VPS35 | 1 |
| VPS37B | 1 |
| VPS54 | 1 |
| VSIG4 | 1 |
| VSIG8 | 1 |
| VSX1 | 1 |
| VSX2 | 1 |
| VTI1A | 1 |
| VWA1 | 1 |
| VWA2 | 1 |
| VWA3B | 1 |
| VWC2 | 1 |
| VXN | 1 |
| WAS | 1 |
| WASF1 | 1 |
| WASF3 | 1 |
| WASHC2C | 1 |
| WBP2 | 1 |
| WDFY2 | 1 |
| WDR24 | 1 |
| WDR26 | 1 |
| WDR37 | 1 |
| WDR4 | 1 |
| WDR41 | 1 |
| WDR46 | 1 |
| WDR54 | 1 |
| WDR74 | 1 |
| WDR76 | 1 |
| WDR77 | 1 |
| WDR82 | 1 |
| WDR87 | 1 |
| WDTC1 | 1 |
| WFDC1 | 1 |
| WFDC10B | 1 |
| WFDC11 | 1 |
| WFDC12 | 1 |
| WFDC13 | 1 |
| WFDC5 | 1 |
| WFDC9 | 1 |
| WHRN | 1 |
| WIPI1 | 1 |
| WIPI2 | 1 |
| WIZ | 1 |
| WNT10A | 1 |
| WNT7A | 1 |
| WNT8A | 1 |
| XCR1 | 1 |
| XIRP1 | 1 |
| XIRP2 | 1 |
| XKR6 | 1 |
| XKR8 | 1 |
| XKRX | 1 |
| XPNPEP1 | 1 |
| XPNPEP2 | 1 |
| XPOT | 1 |
| XRN2 | 1 |
| XYLT1 | 1 |
| YARS2 | 1 |
| YEATS2 | 1 |
| YES1 | 1 |
| YIPF7 | 1 |
| YPEL2 | 1 |
| YPEL3 | 1 |
| ZAP70 | 1 |
| ZBED3 | 1 |
| ZBED8 | 1 |
| ZBTB10 | 1 |
| ZBTB14 | 1 |
| ZBTB16 | 1 |
| ZBTB2 | 1 |
| ZBTB20 | 1 |
| ZBTB22 | 1 |
| ZBTB26 | 1 |
| ZBTB3 | 1 |
| ZBTB37 | 1 |
| ZBTB41 | 1 |
| ZBTB42 | 1 |
| ZBTB43 | 1 |
| ZBTB44 | 1 |
| ZBTB48 | 1 |
| ZBTB7B | 1 |
| ZBTB7C | 1 |
| ZBTB8OS | 1 |
| ZC2HC1B | 1 |
| ZC2HC1C | 1 |
| ZC3H12C | 1 |
| ZC3H13 | 1 |
| ZCCHC13 | 1 |
| ZCCHC14 | 1 |
| ZCCHC2 | 1 |
| ZDHHC12 | 1 |
| ZDHHC13 | 1 |
| ZDHHC18 | 1 |
| ZDHHC19 | 1 |
| ZDHHC7 | 1 |
| ZDHHC9 | 1 |
| ZFAND5 | 1 |
| ZFP14 | 1 |
| ZFP2 | 1 |
| ZFP41 | 1 |
| ZFP64 | 1 |
| ZFP69B | 1 |
| ZFP91 | 1 |
| ZFR | 1 |
| ZFX | 1 |
| ZG16B | 1 |
| ZHX3 | 1 |
| ZKSCAN5 | 1 |
| ZMIZ2 | 1 |
| ZMYM5 | 1 |
| ZMYND12 | 1 |
| ZMYND15 | 1 |
| ZMYND19 | 1 |
| ZNF124 | 1 |
| ZNF135 | 1 |
| ZNF142 | 1 |
| ZNF143 | 1 |
| ZNF155 | 1 |
| ZNF160 | 1 |
| ZNF184 | 1 |
| ZNF19 | 1 |
| ZNF2 | 1 |
| ZNF208 | 1 |
| ZNF266 | 1 |
| ZNF267 | 1 |
| ZNF276 | 1 |
| ZNF28 | 1 |
| ZNF280A | 1 |
| ZNF280D | 1 |
| ZNF282 | 1 |
| ZNF285 | 1 |
| ZNF30 | 1 |
| ZNF300 | 1 |
| ZNF324 | 1 |
| ZNF334 | 1 |
| ZNF335 | 1 |
| ZNF341 | 1 |
| ZNF343 | 1 |
| ZNF35 | 1 |
| ZNF354C | 1 |
| ZNF383 | 1 |
| ZNF397 | 1 |
| ZNF410 | 1 |
| ZNF418 | 1 |
| ZNF419 | 1 |
| ZNF425 | 1 |
| ZNF428 | 1 |
| ZNF432 | 1 |
| ZNF436 | 1 |
| ZNF441 | 1 |
| ZNF454 | 1 |
| ZNF470 | 1 |
| ZNF486 | 1 |
| ZNF490 | 1 |
| ZNF496 | 1 |
| ZNF503 | 1 |
| ZNF507 | 1 |
| ZNF512B | 1 |
| ZNF518B | 1 |
| ZNF528 | 1 |
| ZNF530 | 1 |
| ZNF532 | 1 |
| ZNF543 | 1 |
| ZNF544 | 1 |
| ZNF554 | 1 |
| ZNF558 | 1 |
| ZNF559 | 1 |
| ZNF565 | 1 |
| ZNF566 | 1 |
| ZNF572 | 1 |
| ZNF575 | 1 |
| ZNF580 | 1 |
| ZNF581 | 1 |
| ZNF585A | 1 |
| ZNF587B | 1 |
| ZNF592 | 1 |
| ZNF597 | 1 |
| ZNF609 | 1 |
| ZNF610 | 1 |
| ZNF611 | 1 |
| ZNF615 | 1 |
| ZNF616 | 1 |
| ZNF628 | 1 |
| ZNF660 | 1 |
| ZNF665 | 1 |
| ZNF687 | 1 |
| ZNF689 | 1 |
| ZNF692 | 1 |
| ZNF697 | 1 |
| ZNF703 | 1 |
| ZNF710 | 1 |
| ZNF711 | 1 |
| ZNF714 | 1 |
| ZNF716 | 1 |
| ZNF737 | 1 |
| ZNF75D | 1 |
| ZNF763 | 1 |
| ZNF768 | 1 |
| ZNF77 | 1 |
| ZNF780A | 1 |
| ZNF805 | 1 |
| ZNF816 | 1 |
| ZNF827 | 1 |
| ZNF836 | 1 |
| ZNF845 | 1 |
| ZNF862 | 1 |
| ZNF875 | 1 |
| ZNF98 | 1 |
| ZNF99 | 1 |
| ZNHIT3 | 1 |
| ZNRD2 | 1 |
| ZP1 | 1 |
| ZPBP | 1 |
| ZRANB3 | 1 |
| ZSWIM2 | 1 |
| ZSWIM3 | 1 |
| ZSWIM6 | 1 |
| ZWINT | 1 |
#setwd('/usr3/graduate/osanborn/Projects/Achilles_Analysis/')
#write.csv(res.All, "CRISPR_WGD_KIF18A_Sensitivity_all_n362.csv", quote=FALSE, row.names=FALSE)
#write.csv(res.BRC, "CRISPR_WGD_KIF18A_Sensitivity_BRC_n21.csv", quote=FALSE, row.names=FALSE)
#write.csv(res.NSCLC, "CRISPR_WGD_KIF18A_Sensitivity_NSCLC_n66.csv", quote=FALSE, row.names=FALSE)
#KIF18A_Status <- cbind(KIF18A_Status, Subtype = sample.info.wgd$lineage_subtype)
#write.csv(KIF18A_Status, "WGD_KIF18A_Status_subtype.csv", quote=FALSE, row.names=TRUE)
sessionInfo()
## R version 4.2.1 (2022-06-23)
## Platform: x86_64-apple-darwin17.0 (64-bit)
## Running under: macOS Big Sur ... 10.16
##
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRlapack.dylib
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] pROC_1.18.2 reshape2_1.4.4 forcats_0.5.2 stringr_1.4.1
## [5] purrr_0.3.5 readr_2.1.3 tidyr_1.2.1 tibble_3.1.8
## [9] tidyverse_1.3.2 ggrepel_0.9.3 kableExtra_1.3.4 knitr_1.40
## [13] dplyr_1.0.10 ggplot2_3.3.6 gridExtra_2.3
##
## loaded via a namespace (and not attached):
## [1] Rcpp_1.0.10 svglite_2.1.1 lubridate_1.8.0
## [4] assertthat_0.2.1 digest_0.6.30 utf8_1.2.2
## [7] plyr_1.8.8 R6_2.5.1 cellranger_1.1.0
## [10] backports_1.4.1 reprex_2.0.2 evaluate_0.17
## [13] highr_0.9 httr_1.4.4 pillar_1.8.1
## [16] rlang_1.0.6 readxl_1.4.1 googlesheets4_1.0.1
## [19] rstudioapi_0.14 jquerylib_0.1.4 rmarkdown_2.17
## [22] labeling_0.4.2 webshot_0.5.4 googledrive_2.0.0
## [25] munsell_0.5.0 broom_1.0.1 modelr_0.1.9
## [28] compiler_4.2.1 xfun_0.37 pkgconfig_2.0.3
## [31] systemfonts_1.0.4 htmltools_0.5.3 tidyselect_1.2.0
## [34] fansi_1.0.3 viridisLite_0.4.1 crayon_1.5.2
## [37] tzdb_0.3.0 dbplyr_2.2.1 withr_2.5.0
## [40] grid_4.2.1 jsonlite_1.8.3 gtable_0.3.1
## [43] lifecycle_1.0.3 DBI_1.1.3 magrittr_2.0.3
## [46] scales_1.2.1 cli_3.4.1 stringi_1.7.8
## [49] cachem_1.0.6 farver_2.1.1 fs_1.5.2
## [52] xml2_1.3.3 bslib_0.4.0 ellipsis_0.3.2
## [55] generics_0.1.3 vctrs_0.5.0 tools_4.2.1
## [58] glue_1.6.2 hms_1.1.2 fastmap_1.1.0
## [61] yaml_2.3.6 colorspace_2.0-3 gargle_1.2.1
## [64] rvest_1.0.3 haven_2.5.1 sass_0.4.2